| AWS |
AWS Marketplace |
Unified multi-account security and compliance with Sysdig Secure and AWS Control Tower |
https://aws.amazon.com/blogs/awsmarketplace/unified-multi-account-security-compliance-sysdig-secure-aws-control-tower/
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Unified multi account security and compliance with Sysdig Secure and AWS Control TowerManaging security across multiple cloud accounts can be complicated and error prone if you re taking a manual piecemeal approach As you scale misconfigurations and missed accounts and services can leave you exposed Automation can help you maintain speed and agility for DevOps and security teams To quickly onboard and manage security for multiple accounts in AWS … |
2022-04-11 20:05:05 |
| AWS |
AWS Security Blog |
How to integrate AWS STS SourceIdentity with your identity provider |
https://aws.amazon.com/blogs/security/how-to-integrate-aws-sts-sourceidentity-with-your-identity-provider/
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How to integrate AWS STS SourceIdentity with your identity providerYou can use third party identity providers IdPs such as Okta Ping or OneLogin to federate with the AWS Identity and Access Management IAM service using SAML allowing your workforce to configure services by providing authorization access to the AWS Management Console or Command Line Interface CLI When you federate to AWS you assume a … |
2022-04-11 20:19:22 |
| AWS |
AWS Security Blog |
How to integrate AWS STS SourceIdentity with your identity provider |
https://aws.amazon.com/blogs/security/how-to-integrate-aws-sts-sourceidentity-with-your-identity-provider/
|
How to integrate AWS STS SourceIdentity with your identity providerYou can use third party identity providers IdPs such as Okta Ping or OneLogin to federate with the AWS Identity and Access Management IAM service using SAML allowing your workforce to configure services by providing authorization access to the AWS Management Console or Command Line Interface CLI When you federate to AWS you assume a … |
2022-04-11 20:19:22 |
| 海外TECH |
Ars Technica |
How to beat Elden Ring in under 9 minutes |
https://arstechnica.com/?p=1847241
|
entire |
2022-04-11 20:35:04 |
| 海外TECH |
MakeUseOf |
8 Ways to Welcome a New Recruit to Your Remote Team |
https://www.makeuseof.com/ways-to-welcome-new-recruit-to-remote-team/
|
hires |
2022-04-11 20:30:17 |
| 海外TECH |
MakeUseOf |
How to Control Your iPad With Voice Controls |
https://www.makeuseof.com/control-ipad-with-voice-controls/
|
responds |
2022-04-11 20:01:17 |
| 海外TECH |
DEV Community |
Textual: The Definitive Guide - Part 1. |
https://dev.to/wiseai/textual-the-definitive-guide-part-1-1i0p
|
Textual The Definitive Guide Part This is part one of my series on demystifying every damn aspect of Textual In this article we are going to explore the not so popular world of text based user interfaces and how to create one using Textual I ve chosen to write about textual partially because it has been used during my participation at the deepgram hackathon but mostly because there isn t any tutorial about textual yet in the wild world of the internet besides the readme file If you have experience with text user interfaces in the past you might come across other frameworks such as urwid curtsies asciimatics prompt toolkit to name a few Nevertheless If you have not you are just fine because you are in the right place to learn about TUIs in general and using Textual specifically I ll show you how to develop a wordle clone step by step Table Of Content TOC What is a TUI What is Textual Install TextualDependency management with poetryWhat is PoetryPoetry InstallationPython VersionningPyenvvirtual environments with poetryStarting a new ProjectActivating a virtual environmentAdding packages to your projectInstall Textual revisitedBasic Textual AppUser InterfaceTextual WidgetsPlaceholderButtonHeaderFooterScrollViewStaticCustom WidgetsReusable componentsOrganize with viewsDockViewGridViewWindowViewWidget Event HandlerWrapping UpUpcoming blogs on dev What is a TUI Arguably the most popular place to look up definitions is Wikipedia and I quote In computing text based user interfaces TUI alternately terminal user interfaces to reflect a dependence upon the properties of computer terminals and not just text is a retronym describing a type of user interface UI common as an early form of human computer interaction before the advent of graphical user interfaces GUIs In other words a text user interface TUI is a type of user interface that relies on text rather than graphics to display information And the most common use of TUI is in the form of a command line interface The CLI of a TUI is generally not graphical may have no mouse support which is not the case of Textual and may be designed for keyboard input For example the Linux cat command btw I love cats can be called on a TUI in this case your terminal with the command cat This will bring up a text based interface where you can type text and then press enter to display back the typed text Now having a high overview of TUIs let s dive into the world of Textual What is Textual Go To TOC Textual is a relatively new text based user interface toolkit It allows programmers to build interactive yet sophisticated user friendly TUIs within the terminal It is attractive to many programmers like me and it is going to revolutionalize the world of terminal applications What makes Textual attractive is the following core features Textual helps you to build your terminal application with ease elegantly Textual is the only way to create a highly interactive yet complex application within your terminal Textual removes the horrible boilerplates of earlier TUIs by getting rid of decorators for handling events and such Regardless of what reasons you are going to use Textual I m glad you stumbled across this article I will be going step by step through Textual basics and how to create a fully functional application inside your terminal Each article I am going to publish from now on will dive into details about every element of Textual I ve chosen to develop a wordle clone with textual mainly because it has the right complexity level While I hope this article will appeal to a diverse range of programmers I have a unique audiencein mind as I write it As with any job description you don t have to know everything damn thing they mention but it will help you to understand who I m thinking about and how you might differ My intended audience is A beginner to intermediate programming skills using Python Looking for some advanced Python concepts which I hope you are eager to learn Wants to learn about programming workflow not just Textual And of course has a good sense of humor Nevertheless if you re interested in creating a working application in Textual you re still in the right place I ll be showing you how to develop a wordle clone step by step You ll start with setting up a development environment with poetry and end up with an application running on your terminal How exciting is that Install Textual Go To TOC It s quite an unfortunate truth in the world of programming that the fun part has to come after a hustle However Getting Textual up and running is not a terribly complicated process just by rinning one command pip install textual or by checking out the repo and running poetry install Since I used the latter in deepwordle let me give you a high overview of what poetry is and how it has been my go to tool for building packages and managing dependencies Dependency management with poetry Go To TOC This section will highlight the most important things that will help you start working with poetry However it is worth mentioning that there are many ways to install a python package using pip pypenv pdm poetry and many more Poetry is not only yet another python dependency management tool but also it can be used to deliver packages I just like this comic What is Poetry Go To TOC Poetry is a pretty intuitive yet an elegant command line tool for installing managing dependencies projects and virtual environments an all in one solution The idea of inventing this tool is because of the different conventions of package management using requirements txt MANIFEST ini setup cfg and many others seemed to the creator of Poetry not very convenient Only one file should be required namely pyproject toml which aims at being clear readable and part of the PEP and PEP standard Whether you are new to dependency management or not I recommend giving this tool a try It is effortless easy to use and can simplify the maintenance and development of your python project Poetry installation Go To TOC To install this tool you can follow along with the official installation guide Essentially If you are a Linux user all you need to do is run the following command in your terminal curl sSL python python versionning When it comes to python versioning I recommend using pyenv Therefore I am going to explain how to install a specific version of python interpreter with pyenv pyenv pyenv is a handy tool that allows you to install a specific version of the python interpreter into your machine with ease Unlike the traditional way of going to the official python website and following the daunting steps to install a specific python interpreter pyenv makes it easier by just running a simple command Pyenv installation Go To TOC The Readme file of the pyenv repository is fruitful with information about the installation process and how to use this tool However I have compiled the essential parts to get this tool up and running on your machine if you are a Linux user Configure pyenv on zsh cat lt lt EOF gt gt zshrc pyenv configexport PATH HOME pyenv bin PATH export PYENV ROOT HOME pyenv eval pyenv init EOFOr if you are using the default bash shell run the following command instead cat lt lt EOF gt gt bashrc pyenv configexport PATH HOME pyenv bin PATH export PYENV ROOT HOME pyenv eval pyenv init EOFClose your terminal and open a new shell session Now You can verify the installation process by running the following command pyenv version Python versioning with pyenv Go To TOC You can issue the following command to install a specific python interpreter pyenv install lt python version gt For this tutorial I am going to install python pyenv install To list all available python versions you can install with pyenv you can run the following command pyenv install list grep To list all installed versions of python on your machine you can run pyenv versions system set by PYENV VERSION environment variable You can make it globally available by running pyenv global system These are the essential commands for python versioning with pyenv Now let s go back to poetry virtual environments with poetry Go To TOC Having the python executable in your PATH using pyenv you can use it with poetry poetry env use However you are most likely to run into the following issue if you have virtualenv already installed using apt if you didn t get this issue that is great Creating virtualenv deepwordle dxcba py in cache pypoetry virtualenvsModuleNotFoundErrorNo module named virtualenv seed via app data at lt frozen importlib bootstrap gt in find and load unlockedTo resolve it you need to reinstall virtualenv through pip sudo apt remove purge python virtualenv virtualenv python m pip install U virtualenvNow you can tell poetry to use the pre installed Python interpreter in this case poetry env use Using virtualenv cache pypoetry virtualenvs deepwordle dxcba pyPoetry has a proper path for setting up virtual environments under cache pypoetry virtualenvs However if you want to let poetry create a virtual env called venv inside your project directory you can run the following command poetry config virtualenvs in project trueYou can take a look at different configurations of poetry by running poetry config list Starting a new Project Go To TOC Having a virtual environment set up you can use poetry to create a new project along with a virtual environment poetry new deepwordle amp amp cd deeepwordleThis will equip you with the bare minimum to get things started deepwordle├ーpyproject toml├ーREADME rst├ーdeepwordle│└ー init py└ーtests ├ー init py └ーtest deepwordle py Activating a virtual environment Go To TOC If you are inside the project directory you can activate a virtual environment by simply running poetry shellor you can source the virtualenv path source cache pypoetry virtualenvs lt your virtual environment name gt bin activateyou can look up for previously installed virtual environments under cache pypoetry virtualenvs ls cache pypoetry virtualenvsTo exit this virtual environment use exit Ctrl d deactivate or your favorite way to nuke the shell Adding packages to your project Go To TOC Like the traditional way of using pip to install packages poetry is capable of doing so by running the following command to import a package into your project poetry add lt name of the package you want to install gt This will add an entry under the tool poetry dependencies section tool poetry dependencies name of the package you want to install package version You can always refer to the official documentation for more detailed information about setting up projects with poetry I think this section is a good starting point for building a new project using poetry In the follow up sections we are going to use this tool to install and manage Textual Install Textual revisited Go To TOC As far as I can tell from the code base Textual is currently available for Linux os only To add poetry to your project run the following command poetry add textualAs you can tell writing about dependency and environments setup is also frustrating for me I don t know what operating system you re using I hope a Linux flavor Otherwise I can t predict how things might go wrong for you Basic Textual App Go To TOC Now everything is set up let s create the most basic Textual app To do so create a file called app py using your favorite code editor and add the following code from textual app import AppApp run This is the most basic Textual app you can ever code Just importing the App class and then calls the run method class Run this code with python if you are still inside your virtualenv by running the following command python app pyor using poetry but it is not required because we have already done poetry shell which means that you are inside the directory that contains the pyproject toml file and the virtualenv is activated still you can use poetry run python app pyIt will create a blank window with a black background within your terminal If a blank window with a black background is exactly the kind of application you were looking to write then you re done Congratulations Just kidding ofcource it is not right Now let s buid a slightly basic Textual app uisng the followin code from textual app import Appclass MainApp App MainApp run This version uses inheritance to create a new subclass of App called MainApp This is the application you ll be developing throughout this series of article You didn t actually do anything woth the new class so it still behaves like the previous basic version However we are going to do a lot in this and subsequent articles In the following sections we will discuss the different components of Textual and how to use them for building our TUI app But first we need to design our app aka mockup User Interface Go To TOC Being good at designing UIs is an essential skill to possess as a front end developer or an engineer It gives quick insights into how to lay out visual application components before the coding phase Let s apply this practice to our deepwordle app Here are some capabilities I want to cover in this project Render each word being guessed on the screen with spaces in between From a basic wordle app standpoint the word is only five letters long Only six attempts are allowed for the user to guess the word Display a nicely formatted message to tell the user what is happening Tell the user the available keys for this game Given these features it s fairly easy to imagine the set of views and widgets for the application will require A x grid view A Button for each letter Message panel A header and footer Textual Widgets Go To TOC In Textual a Widget is the base visual component of TUI interfaces It comes with a Canvas that can be used to draw on the terminal It receives events and reacts to them I find it convenient to think of a widget as a container with reactive attributes and behaviors and it can contain other containers The Widget class is the most basic such container Widgets come with twelve reactive attributes you can manipulate its visual properties such as the style of the widget its border padding size and many more Under the hood A reactive attribute is implemented as a python descriptor Each reactive attribute has a separate watcher which can be defined using the watch keyword followed by and the name of the attribute to watch foo Reactive def watch foo self val if val bar do something custom logic When writing this article Textual provides thirteen out of the box types of widgets We will discuss how to use the ones used in our project Placeholder Go To TOC For prototyping purposes a Placeholder can be used to see what the app looks like before the implementation phase For example our application looks like the following in terms of placeholders from textual app import Appfrom textual widgets import Placeholderclass MainApp App async def on mount self gt None await self view dock Placeholder name header edge top size await self view dock Placeholder name footer edge bottom size await self view dock Placeholder name stats edge left size await self view dock Placeholder name message edge right size await self view dock Placeholder name grid edge top MainApp run Button Go To TOC A button is a Label with associated events triggered when the button is clicked A button has three properties label the text being rendered on the button name the name of the widget style label s style It is defined using the foreground on background notation for example style white on dark blue from textual app import Appfrom textual widgets import Buttonclass MainApp App async def on mount self gt None button Button label Hello name button button Button label world name button style black on white await self view dock button button edge left MainApp run Header Go To TOC This widget defines a header for a terminal app It can be used to display information such as the app s title time and icon not customizable at the moment but it has been requested in one of the issues PRs from textual app import Appfrom textual widgets import Headerclass MainApp App async def on mount self gt None header Header tall False await self view dock header MainApp run title DeepWordle Footer Go To TOC This widget defines a footer for a terminal app and it can be used to display the available keys for the user from textual app import Appfrom textual widgets import Footerclass MainApp App async def on load self gt None Bind keys here await self bind q quit Quit await self bind t tweet Tweet await self bind r None Record async def on mount self gt None footer Footer await self view dock footer edge bottom MainApp run title DeepWordle ScrollView Go To TOC from textual app import Appfrom textual widgets import ScrollView Buttonclass MainApp App async def on mount self gt None scroll view ScrollView contents Button label button auto width True await self view dock scroll view MainApp run Static Go To TOC from textual app import Appfrom textual widgets import Static Buttonclass MainApp App async def on mount self gt None static Static renderable Button label button name await self view dock static MainApp run You can play with other widgets such as TreeClick TreeControl TreeNode NodeID ButtonPressed DirectoryTree FileClick Custom Widgets Go To TOC By extending the generic widget class you can create any sort of widget you want from textual app import Appfrom textual widget import Widgetfrom textual reactive import Reactivefrom rich console import RenderableTypefrom rich padding import Paddingfrom rich align import Alignfrom rich text import Textclass Letter Widget label Reactive def render self gt RenderableType return Padding Align center Text text self label vertical middle style white on rgb class MainApp App async def on mount self gt None letter Letter letter label A await self view dock letter MainApp run title DeepWordle It s just a simple widget Class declaring your custom Letter component with custom rendering For more information about Widgets besides this article the only place to look for is the Readme file and the code base Reusable components Go To TOC When developing web applications or any sort of apps in general you tend to reuse existing code in your project And to make your code reusable the best practice is to create each component of the app in a separate file This way your codebase will look much more organized and structured ├ーdeepwordle│├ー init py│├ーapp py│├ーcomponents││├ー init py││├ーconstants py││├ーletter py││├ーletters grid py││├ーmessage py││├ーrich text py││└ーutils py Organize with views Go To TOC Widgets in Textual are organized within a view that uses a docking technique to arrange them on the terminal Docking is similar to the css grid layout and it can be customized By default a widget will be rendered on the center of the terminal In textual you can dock or arrange widgets to the terminal s left right top and bottom sides by changing the edge argument to left right top bottom respectively In Textual there are five types of views DockView Go To TOC It is the default view used by a textual app It groups widgets either vertically default or horizontally to fill up all the terminal space The edge argument can be used to control how the widget can be grouped by default edge top from textual app import Appfrom textual widgets import Placeholderfrom textual views import DockViewclass SimpleApp App async def on mount self gt None view DockView await self push view DockView await view dock Placeholder Placeholder Placeholder SimpleApp run from textual app import Appfrom textual widgets import Placeholderfrom textual views import DockViewclass SimpleApp App async def on mount self gt None view DockView await self push view DockView await view dock Placeholder Placeholder Placeholder edge left SimpleApp run You can also control the size of each widget in terms of characters from textual app import Appfrom textual widgets import Placeholderfrom textual views import DockViewclass SimpleApp App async def on mount self gt None view DockView await self push view DockView await view dock Placeholder Placeholder Placeholder size SimpleApp run As you can see each widget Placeholder has a height of characters GridView Go To TOC Empty Grid view from textual app import Appfrom textual widgets import Placeholderfrom textual views import GridViewclass SimpleApp App async def on mount self gt None await self view dock GridView size await self view dock Placeholder name sad size await self view dock GridView size SimpleApp run log textual log from textual app import Appfrom textual import eventsfrom textual widgets import Placeholderclass GridView App async def on mount self event events Mount gt None Create a grid with auto arranging cells grid await self view dock grid grid add column col repeat size grid add row row repeat size grid set align stretch center placeholders Placeholder for in range grid place placeholders GridView run title Grid View log textual log WindowView Go To TOC A placeholder for widget from textual app import Appfrom textual widgets import Placeholderfrom textual views import WindowViewclass SimpleApp App async def on mount self gt None await self view dock WindowView widget Placeholder name sad size await self view dock WindowView widget Placeholder name sad size await self view dock Placeholder name sad size SimpleApp run log textual log Widget Event Handler Go To TOC In Textual you can assign handlers for a widget using the underscore naming convention unlike the traditional way of decorating a handler For example a key event handler can be simply written as def on key self event Instead of the usual way of capturing events like the following on event def key self Using the underscore convention your code looks more readable and contains less boilerplate code However as a python developer you might argue that writing boilerplate looks more Pythonic than the so called best practices and I would agree with that For instance at first I wasn t aware of that underscore notation and what was going on under the hood and how in the world an event is being fired and handled until I went into the source code and everything made sense to me I actually like that notation and it is more readable Wrapping Up Go To TOC Building your own TUI based app allows you to take your UI skills to the next level By using Textual you can build any sort of terminal application you want It can save you a lot of time and give your audience a better experience The Textual package hides many low level details allowing you to focus on the logic of your app In this article you learned how to use many components of the textual app Install Textual Use Textual to build custom interfaces You are free to use the code in this article as a starting point for various needs Don t forget to take a look at the readme file and use your imagination to make more complex apps that are meaningful to your use case Upcoming blogs on dev Go To TOC I am currently planning to share my experience on this platform that is made for developers I joined Dev to a few weeks ago and as you can see from my profile on medium I will be writing why I left medium in a separate article I mainly publish technical blogs on data science and computer vision with Python I think this is just the start of me regularly publishing here so let s grow together So what s the catch Well there isn t one I m just giving this article away This is a gift to you and you can share it with whomever you like or use it in any way that would be beneficial to your personal and professional development Thank you in advance for your ultimate support Happy Coding folks see you in the next one |
2022-04-11 20:37:44 |
| 海外TECH |
DEV Community |
Those HTML Elements You Never Use 🌚🕵🏿 |
https://dev.to/eludadev/those-html-elements-you-never-use-16bi
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Those HTML Elements You Never Use There are over a hundred elements in HTML all of which can be applied to pieces of text to give them special meaning in a document Most of us only know a few like the lt p gt lt div gt and lt body gt elements…But there are actually a bunch more hidden in the dark realms of the WC reference That s why in this article I took the liberty of diving deep into the HTML documentation to come out with a handy bag of elements that will improve your website in not one but two very important ways accessibility and SEO Press Ctrl D to bookmark this article and easily come back to it when you need it And with that said let s begin lt abbr gt ーAbbreviationThis elements represents both abbreviations like Corporation ➟Corp and acronyms like Cascading Style Sheets ➟CSS Additionally you can use its title attribute to write the full form of the word so that screen readers can read it and users can hover over it to read it lt ins gt and lt del gt ーInsert and DeleteThe lt ins gt and lt del gt elements represent a range of text that has been added or deleted to a document You may have already seen these elements in the Github Pull Requests lt dfn gt lt var gt lt kbd gt lt samp gt and lt output gt ーTechnical ElementsThese are elements that represent special technically oriented parts in a document like definitions variables keystrokes etc… lt b gt lt i gt lt u gt and lt s gt ーText EffectsThese elements can change the looks of text by either making it bold italic underlined or adding a strikethrough lt bdo gt ーText DirectionalityThis element changes the directionality of text to make it render backwards You can control its behavior using the dir attribute lt mark gt ーHighlighting TextThe purpose of this element is to highlight text like you would with a marker lt area gt ーClickable Image AreasYou can use this element to make certain areas of your image behave like links lt dl gt lt dd gt and lt dt gt ーDescription ListsYou can use these elements to create a semantically accurate description list where you define multiple terms in one block of text lt figure gt and lt figcaption gt ーLabeled ImagesYou can use lt figure gt to contain any element that you want like an image for example And then you add lt figcaption gt as its last child where you can add a block of text that describes what s above it lt progress gt ーMarking ProgressThis one allows you to create semantically right progress bar elements where you show how far an action is from being finished lt details gt ーExpandable MenusYou can use this element to create a native menu that has a title and can expand using a button No JavaScript needed lt dialog gt ーPop up DialogsIt s possible to create semantically accurate dialogs using this element It doesn t do much by itself so you have to use CSS and JavaScript to add more functionality If you found this guide useful please don t forget to bookmark it for future reference I make posts like this everyday so follow me to stay informed ️ ltag user id follow action button background color FF important color ffffff important border color FF important EludaFollow Follow me for a free cookie ️ |
2022-04-11 20:24:53 |
| 海外TECH |
DEV Community |
💖 AWS CDK 101 - 🏌️♀️ Scalable event-driven processing using Eventbridge and SQS |
https://dev.to/aravindvcyber/aws-cdk-101-scalable-event-driven-processing-using-eventbridge-and-sqs-44c7
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AWS CDK ️ ️Scalable event driven processing using Eventbridge and SQSBeginners new to AWS CDK please do look at my previous articles one by one in this series If in case missed my previous article do find it with the below links Original previous post at Dev PostReposted previous post at dev to aravindvcyberReposted previous post at medium com aravindvcyberIn this article let us refactor our existing counter construct which is triggering the current synchronous backend processor into an event driven scalable solution by introducing an event bridge that pushes new messages into the dedicated queue which can be processed by a backend processor which writes the data to dynamodb Benefits achieved in this approach ️This will help us achieve a layer of decoupling between counter and backend processors By not invoking any new compute intensive synchronous tasks like vertically adding a new lambda backend so that our counter lambda can complete soon Processing time of the counter lambda by not waiting for the time our synchronous backend takes for its processing before the parent task is complete Avoid scenarios like we may end up when running lambda concurrently running by half as we remove another lambda dependency and we could optimize our reservation on the lambda concurrency We could also set a predefined number of batched lambda processors for the final backend here is our batch limit and reuse our unreserved lambda concurrency limit in our other solutions efficiently Continuous batch processing keeps our lambda warm most of the time whereas irregular spikes in lambda concurrency may at times introduce a cold start more often New construct We will start by creating a new file under the constructs folder like constructs event counter bus ts So why do we create a construct that s because we could reuse this elsewhere in various other cases Also when I demonstrate a new construct it will be more generalized and easy to follow with even the limited idea about the actual functional stack which we have built up in our previous articles Counter with Bus construct ️Also you can simply duplicate our previous construct constructs event counter ts and start overwriting it as per our new requirement As like every other construct which we have created previously let us start by importing the necessary libraries and interfaces for our props as shown below import IEventBus from aws cdk lib aws events export interface BusProperties bus IEventBus props DetailType string EventBusName string Source string export interface EventCounterProps the Event bus which we will use to send our messages to queue downstreamBus BusProperties refer our previous construct Counter Bus handler specification ️We need to change our handler to event counter bus counter and add some environment variables as shown below DetailType downstreamBus props DetailType EventBusName downstreamBus props EventBusName Source downstreamBus props Source const eventCounterFn new lambda Function this EventCounterHandler runtime lambda Runtime NODEJS X handler event counter bus counter code lambda Code fromAsset lambda environment DetailType downstreamBus props DetailType EventBusName downstreamBus props EventBusName Source downstreamBus props Source EVENT COUNTER TABLE NAME Counters tableName logRetention logs RetentionDays ONE MONTH Counter Bus supporting lambda ️Now let us write our new lambda functionin the folder lambda as follows event counter bus tsHere as well we will be duplicating event counter ts and overwriting it a bit to get our desired effect Here will be only replacing the invoke lambda section with the below code to send an event to our event bus which we will create shortly inside our stack and the rest above in the previous file let resp Payload let output FailedEntryCount let data PutEventsResultEntry undefined undefined try const msg string JSON stringify message const eventData EventBridge PutEventsRequest Entries Detail msg DetailType process env DetailType EventBusName process env EventBusName Source process env Source var proc PromiseResult lt PutEventsResponse AWSError gt await eventBridge putEvents eventData promise output FailedEntryCount Number proc FailedEntryCount toString resp Payload JSON stringify proc Entries data proc Entries catch err console log JSON stringify err resp Payload JSON stringify err and the restBefore this code block we to have import the below modules to facilitate this and removed the unwanted modules in this lambda so that we have better memory usage import PutEventsResponse PutEventsResultEntry from aws sdk client eventbridge import AWSError EventBridge from aws sdk import PromiseResult from aws sdk lib request const eventBridge new EventBridge region ap south And the final return statement updated as shown below return statusCode headers Content Type text json body JSON stringify data Asynchronous Processor lambda Now let us create a simple processor lambda which will be invoked in a batch of from the queue which we will define shortly In our case we are reading the message from the queue and then we are extracting some information and writing this into dynamodb and thus we complete the simple processing step which is more or less straightforward import PutItemInput from aws sdk clients dynamodb const DynamoDB require aws sdk exports processor async function event any const dynamo new DynamoDB let result any undefined undefined await Promise all event Records map async msg any gt console log Received message JSON stringify msg undefined const content JSON parse msg body const putData PutItemInput TableName process env MESSAGES TABLE NAME Item messageId S content id createdAt N msg attributes ApproximateFirstReceiveTimestamp event S msg body ReturnConsumedCapacity TOTAL try result await dynamo putItem putData promise catch err console log err return statusCode headers Content Type text json body ProcessorResult Message Processed JSON stringify result n EventBridge setup Common Event Bus Now let us edit our common event stack ts which we have created earlier in this series Let us define a new event bridge as follow const commonBus new EventBus this CommonEventBus eventBusName CommonEventBus commonBus applyRemovalPolicy RemovalPolicy DESTROY Let us import the new construct which we have defined as follows with a bunch of other modules which we may require to define and configure the event bridge import EventBus Rule from aws cdk lib aws events import as eventTargets from aws cdk lib aws events targets import DeadLetterQueue Queue from aws cdk lib aws sqs import SqsEventSource from aws cdk lib aws lambda event sources import as dynamodb from aws cdk lib aws dynamodb import EventCounterBus from constructs event counter bus Initialise the construct Now let us initialize the event counter bus construct and most importantly don t forget to grant privileges for PutEvents to the event bus created above const eventCounterBus new EventCounterBus this eventEntryCounterBus downstreamBus bus commonBus props DetailType CommonEvent EventBusName CommonEventBus Source com devpost commonevent tableName Event Counters partitionKeyName Counter Name commonBus grantPutEventsTo eventCounterBus handler Queuing 🪶A Queue helps to decouple and scale microservices distributed systems and serverless applications SQS eliminates the complexity and overhead associated with managing and operating message oriented middleware and empowers developers to focus on differentiating work Standard queues offer maximum throughput best effort ordering and at least once delivery SQS FIFO queues are designed to guarantee that messages are processed exactly once in the exact order that they are sent Dead letter Queue Before we define the various queue we will be using in this article let us understand a DLQ which can come very useful when we have some issues with our solution The dead queue is supposed to grab these errored or failed messages which could not be processed further in our pipeline This can be later inspected to identify the issue Normally creating this before creating an actual queue makes good sense as we did in this article Event Target DLQ This will be used to buffer messages while we encounter issues in filtering via the event rule const commonEventTargetDLQ DeadLetterQueue queue new Queue this commonEventTarget DLQ retentionPeriod Duration days removalPolicy RemovalPolicy DESTROY queueName commonEventTarget DLQ maxReceiveCount Event Processor DLQ DLQ will be used to store failed messages while we encounter issues when the processor fails to successfully process the message from the standard queue after a certain retry limit is met This is sort of a secondary storage area for quick inspectionconst commonEventProcessorQueueDLQ DeadLetterQueue queue new Queue this commonEventProcessorQueueDLQ retentionPeriod Duration days removalPolicy RemovalPolicy DESTROY queueName commonEventProcessorQueueDLQ maxReceiveCount Queue for our lambda processor This queue will be used to poll from and process the messages in a batch by the processor lambda as follows const commonEventProcessorQueue new Queue this commonEventProcessorQueue retentionPeriod Duration days removalPolicy RemovalPolicy DESTROY deliveryDelay Duration seconds queueName commonEventProcessorQueue visibilityTimeout Duration minutes deadLetterQueue commonEventProcessorQueueDLQ Event Rule Target We will define a new Target for our rules we will define later in this article This queue is a standard buffer area where our messages can reside for a period with an optional dead letter queue defined above commonEventProcessorQueueDLQconst commonEventQueueTarget new eventTargets SqsQueue commonEventProcessorQueue retryAttempts deadLetterQueue commonEventProcessorQueueDLQ queue Event Bridge Rule Now it is time to create an event bridge rule which will be used for filtering the specific messages based on eventPattern we specify here in this case we only use source but there are lots more including the DetailType by which we could leverage to push messages to the specific target We have chosen the Queue which we defined as above us our target commonEventQueueTarget but there are more connections which we do here including invoking a new lambda but to make it more scalable we brought in a queue which will be further vertically integrated with a lambda const eventRule new Rule this CommonEventProcessorRule eventBus commonBus eventPattern source com devpost commonevent targets commonEventTarget targets commonEventQueueTarget ruleName CommonEventProcessorRule eventRule applyRemovalPolicy RemovalPolicy DESTROY Event bridge rule definition 🦫 initializing Processor lambda ️Here we could also add the event processor ts lambda which we have scripted earlier in this article const eventProcessor new lambda Function this EventProcessorHandler runtime lambda Runtime NODEJS X code lambda Code fromAsset lambda handler event processor processor logRetention logs RetentionDays ONE MONTH environment MESSAGES TABLE NAME envParams messages tableName eventProcessor applyRemovalPolicy RemovalPolicy DESTROY Linking Processor Queue to Processor lambda Now link the new queue created to the above lambda processor by using the addEventSource function as follows eventProcessor addEventSource new SqsEventSource commonEventProcessorQueue batchSize New Dynamodb table 🦤Now let us add a new dynamodb table which we have earlier mentioned inside the event processor ts file const messages new dynamodb Table this MessagesTable tableName process env messagesTable sortKey name createdAt type dynamodb AttributeType NUMBER partitionKey name messageId type dynamodb AttributeType STRING encryption dynamodb TableEncryption AWS MANAGED readCapacity writeCapacity messages grantReadWriteData eventProcessor Dynamodb table view on aws console Postman testing of the solution Lookup inside dynamodb using a query on the partitionkey Simple full table view with sort Refer to our previous articles on using cdk dynamodb table viewerconst tblViewer new TableViewer this Messages title Messages from Dynamodb table messages sortBy createdAt We will be adding more connections to our stack and making it more usable in the upcoming articles by creating new constructs so do consider following and subscribing to my newsletter We have our next article in serverless do check outThanks for supporting Would be great if you like to Buy Me a Coffee to help boost my efforts Original post at Dev PostReposted at dev to aravindvcyber |
2022-04-11 20:16:55 |
| 海外TECH |
DEV Community |
Let’s talk Relations |
https://dev.to/robinlashae1/lets-talk-relations-427c
|
Let s talk RelationsWhen getting started on a Ruby or Rails app you may find that you have many tables that correlate For example let s say we are making an app for a football team this team plays in many games throughout the season but has their own stadium in their city If we wanted to show the relation in a rails we would use the macros in the Teams model Belongs toWe can use this macro to state that the team belongs to a specific city Notice that city is singular Belongs to cityHas manyWe use this to show that the Football team participates in many games throughout the season With this relation we could call TeamName Games All and the console would return all games the team has participated in Has many gamesHas many through We can use this macro to show nested relations or relations that happen through an already associated relation Has many points through gamesNow if we seeded our DB to display points for each team that would be a lot of instances I would be able to call TeamName Points All and the console would return the points from each game This is because we now have access to points through the games class Simple enough right If you found this informative I d love to hear your feedback Check out my github to see how i use these macros |
2022-04-11 20:06:13 |
| 海外TECH |
DEV Community |
Ng-News: Episode 22/14 |
https://dev.to/rainerhahnekamp/ng-news-episode-2214-350g
|
Ng News Episode This is a weekly posting covering the latest updates from the Angular community RFC Standalone APIsAlex Rickabaugh from the Angular core team published an RFC under the name “Standalone APIs It is based on Standalone Components a new feature that will make NgModules optional The use case here is that although we can write our components as standalone we still need NgModules for various tasks Think of the RouterModule for the routing configuration the AppModule for bootstrapping the HttpClientModule the StoreModule in NgRx etc The RFC “Standalone APIs discusses alternative or new ways for these tasks The RFC is open for everyone you are invited to comment and many people have already done that RFC Standalone APIsAngular Blog on Standalone APIs nx amp Roadmap for vnx an extension to the Angular CLI is available in v Most of the new Angular related features are in the area of module federation But that s not all of it Juri Strumpflohner wrote an article where he gave a detailed overview of all the new features since version In addition Viktor Savkin the central person and co founder of nx published the roadmap for version So that would be the next but one version We can expect an automatic migration from Angular CLI projects which contain multiple libraries and applications The test execution will be faster and the Nx console a plugin for VSCode will get some additional features Nx Roadmap What s new in Nx Juri Strumpflohner for Nx・Apr ・ min read react angular nx javascript MiscellaneousArmen Vardanyan wrote a good article on use cases for the RxJs combination operators So those that process multiple Observables Understanding RxJS use cases part I Armen Vardanyan for This is Angular・Apr ・ min read javascript angular rxjs Vugar Abdullayev wrote a YouTube clone in Angular for three different monorepository tools Lerna TurboRepo and nx Vugar vugar You can have a look at Youtube Microfrontend clone using Angular and Module Federation SSR The app has editions Turborepo Lerna and Nx The results were suprising Remote apps are only about kb kb gzip Angular Demo youtube vugar app PM Mar Manfred Steyer published an article where he discusses in detail how to deal with MicroFrontends when multiple Angular versions or even different frameworks need to run together Manfred Steyer manfredsteyer Blogged Multi Framework and Version Micro Frontends with Module Federation Your Steps Guideangulararchitects io aktuelles mult… AM Apr |
2022-04-11 20:02:02 |
| Apple |
AppleInsider - Frontpage News |
Apple corporate staffers have returned to Apple Park, one day a week |
https://appleinsider.com/articles/22/04/11/apple-corporate-staffers-have-returned-to-apple-park-one-day-a-week?utm_medium=rss
|
Apple corporate staffers have returned to Apple Park one day a weekApple corporate employees are starting to return to in office work on a hybrid schedule as of Monday including workers at the company s Apple Park headquarters Credit AppleBack in March Apple set an April return deadline for its following several delays in its return timeline due to changes in the Covid situation Read more |
2022-04-11 20:54:27 |
| 海外TECH |
Engadget |
Biden administration cracks down on 3D-printed 'ghost guns' |
https://www.engadget.com/biden-3d-printed-ghost-guns-rule-200806385.html?src=rss
|
Biden administration cracks down on D printed x ghost guns x The Biden administration is taking new measures that would limit the spread of D printed guns The Justice Department has issued a final rule with multiple measures restricting the sale and distribution of quot ghost guns quot including a requirement for federally licensed dealers and gunsmiths to serialize any unmarked firearm such as a D printed gun before selling it to a customer You couldn t print a gun at home and sell it to a store without some ability to trace its origins The rule also includes several other restrictions that aren t aimed at D printed weapons including an effective ban on unserialized quot buy build shoot quot kits by treating them as firearms subject to strict licensing and background check requirements The DOJ will also treat guns with split receivers as subject to regulations and demands that licensed dealers keep quot key records quot until they shut down not just for years The move is the latest in a back and forth fight over attempts to regulate D printed guns After a case over Defense Distributed s D printed pistol bounced through courts including the Supreme Court the Trump administration s State Department reached a settlement that legally allowed these homemade weapons States sued the administration over alleged constitutional and procedural violations earning a ban on the technology albeit one with a claimed loophole A judge determined that the Defense Distributed settlement violated procedural law but the Trump administration tried to override that by transferring regulation to the Commerce Department and making it difficult to implement substantial limits State attorneys general sued over the rule change A rule like this won t stop individuals or black market operators from making and trading D printed guns It might however discourage licensed dealers from letting those guns enter their shops If nothing else it signals a reversal from the previous administration s stance ーthe current White House sees untraceable D printed firearms as significant threats |
2022-04-11 20:08:06 |
| 海外科学 |
NYT > Science |
The Shakespearean Tall Tale That Shaped How We See Starlings |
https://www.nytimes.com/2022/04/11/science/starlings-birds-shakespeare.html
|
The Shakespearean Tall Tale That Shaped How We See StarlingsResearchers debunked a long repeated yarn that the common birds owe their North American beginnings to a th century lover of the Bard Maybe this ubiquitous bird s story is ready for a reboot |
2022-04-11 20:36:54 |
| ニュース |
BBC News - Home |
Veteran quizzer becomes oldest female Mastermind winner |
https://www.bbc.co.uk/news/uk-england-derbyshire-61070018?at_medium=RSS&at_campaign=KARANGA
|
mastermind |
2022-04-11 20:32:29 |
| ニュース |
BBC News - Home |
Ukraine round-up: Austria pessimistic after Putin talks |
https://www.bbc.co.uk/news/world-europe-61071164?at_medium=RSS&at_campaign=KARANGA
|
moscow |
2022-04-11 20:33:44 |
| ビジネス |
ダイヤモンド・オンライン - 新着記事 |
アマゾン元社員が明かす退職勧奨の手口、退職受諾の補償金もECみたいに「価格変動」？ - ステルスリストラ 気付けばあなたも |
https://diamond.jp/articles/-/301276
|
退職勧奨 |
2022-04-12 05:25:00 |
| ビジネス |
ダイヤモンド・オンライン - 新着記事 |
「ロシアのうそ」はソ連時代から続いていた？東ドイツのデータで検証 - 原田泰 データアナリシス |
https://diamond.jp/articles/-/301298
|
「ロシアのうそ」はソ連時代から続いていた東ドイツのデータで検証原田泰データアナリシスロシアによるウクライナ侵攻開始から週間がたとうとしている。 |
2022-04-12 05:20:00 |
| ビジネス |
ダイヤモンド・オンライン - 新着記事 |
成約率が高い営業担当者が実践している「たった1つのスキル」 - トンデモ人事部が会社を壊す |
https://diamond.jp/articles/-/301426
|
進捗 |
2022-04-12 05:15:00 |
| ビジネス |
ダイヤモンド・オンライン - 新着記事 |
東京海上・SOMPO・MS＆ADで唯一、減収に陥った企業とその要因は？ - ダイヤモンド 決算報 |
https://diamond.jp/articles/-/301428
|
|
2022-04-12 05:12:00 |
| ビジネス |
ダイヤモンド・オンライン - 新着記事 |
「キットカットとゴルフの意外な関係」元ネスレ社長・高岡浩三氏がマーケティングの裏側を告白 - 最強のゴルフ ビジネス・人脈に効く！ |
https://diamond.jp/articles/-/301260
|
相乗効果 |
2022-04-12 05:10:00 |
| ビジネス |
ダイヤモンド・オンライン - 新着記事 |
「悪い円安」でも日本景気の先行きは堅調？円安メリット・デメリットの分岐点 - 政策・マーケットラボ |
https://diamond.jp/articles/-/301366
|
「悪い円安」でも日本景気の先行きは堅調円安メリット・デメリットの分岐点政策・マーケットラボ円は、対ドルで一時ドル円台まで下落するなど円安が進んでいる。 |
2022-04-12 05:05:00 |
| ビジネス |
電通報 | 広告業界動向とマーケティングのコラム・ニュース |
ファミマのPR戦略から学ぶ、話題を生み続けるために必要なこと |
https://dentsu-ho.com/articles/8147
|
話題化 |
2022-04-12 06:00:00 |
| 北海道 |
北海道新聞 |
＜社説＞道のヒグマ計画 すみ分け促す有効策を |
https://www.hokkaido-np.co.jp/article/668313/
|
計画 |
2022-04-12 05:01:00 |
| 北海道 |
北海道新聞 |
８月導入の取材ヘリの愛称募集 共同通信社、九州地区で |
https://www.hokkaido-np.co.jp/article/668359/
|
共同通信社 |
2022-04-12 05:02:00 |
| ビジネス |
東洋経済オンライン |
｢新卒社員が辞めない会社｣ランキング最新300社 ｢3年後定着率｣高い企業がしている取り組みは | 就職・転職 | 東洋経済オンライン |
https://toyokeizai.net/articles/-/580616?utm_source=rss&utm_medium=http&utm_campaign=link_back
|
取り組み |
2022-04-12 05:30:00 |
| GCP |
Cloud Blog |
What’s new with Google Cloud |
https://cloud.google.com/blog/topics/inside-google-cloud/whats-new-google-cloud/
|
What s new with Google CloudWant to know the latest from Google Cloud Find it here in one handy location Check back regularly for our newest updates announcements resources events learning opportunities and more Tip Not sure where to find what you re looking for on the Google Cloud blog Start here Google Cloud blog Full list of topics links and resources Week of April April Learn how to use Kubernetes Jobs and cost optimized Spot VMs to run and manage fault tolerant AI ML batch workloads on Google Kubernetes Engine Expanding Eventarc presence to new regionsーasia south australia southeast northamerica northeast southamerica west You can now create Eventarc resources in regions Related ArticleBigLake unifying data lakes and data warehouses across cloudsBigLake unifies data warehouses and data lakes into a consistent format for faster data analytics across Google Cloud and open source for Read ArticleWeek of April April Join us at the Google Data Cloud Summit on Wednesday April at AM PDT Learn how Google Cloud technologies across AI machine learning analytics and databases have helped organizations such as Exabeam Deutsche Bank and PayPal to break down silos increase agility derive more value from data and innovate faster Register today for this no cost digital event Announcing the first Data Partner Spotlight on May th We saved you a seat at the table to learn about the Data Cloud Partners in the Google Cloud ecosystem We will spotlight technology partners and deep dive into their solutions so business leaders can make smarter decisions and solve complex data challenges with Google Cloud Register today for this digital eventIntroducing Vertex AI Model Registry a central repository to manage and govern the lifecycle of your ML models Designed to work with any type of model and deployment target including BigQuery ML Vertex AI Model Registry makes it easy to manage and deploy models Learn more about Google s unified data and AI offering Vertex AI Workbenchis now GA bringing together Google Cloud s data and ML systems into a single interface so that teams have a common toolset across data analytics data science and machine learning With native integrations across BigQuery Spark Dataproc and Dataplex data scientists can build train and deploy ML models X faster than traditional notebooks Don t miss this How to session from the Data Cloud Summit Related ArticleGovernment workers say Microsoft tech makes them less secure new surveyNew survey Government employees in the U S say they re forced to use insecure tech from Microsoft and want more choicesRead ArticleWeek of Mar April Learn how Google Cloud s network and Network Connectivity Center can transform the private wires used for voice trading Anthos bare metal minor release is available now Containerd is the default runtime in Anthos clusters on bare metal in this release Examples of the feature enhancements are as below Upgraded Anthos clusters on bare metal to use Kubernetes version AddedEgress Network Address Translation NAT gateway capability to provide persistent deterministic routing for egress traffic from clustersEnabled IPv IPv dual stack supportAdditional enhancements in the release can be found in the the release note hereRelated ArticleSave big by temporarily suspending unneeded Compute Engine VMsーnow GARealize huge savings by suspending temporarily unneeded VMs on Google Compute Engine and resume where you left off at a later time Read ArticleWeek of Mar Mar Google Cloud s Behnaz Kibria reflects on a recent fireside chat that she moderated with Google Cloud s Phil Moyer and former SEC Commissioner Troy Paredes at FIA Boca The discussion focused on the future of markets and policy the new technologies that are already paving the way for greater speed and transparency and what it will take to ensure greater resiliency performance and security over the longer term Read the blog Eventarc adds support for Firebase Alerts Now you can create Eventarc triggers to send Firebase Alerts events to your favorite destinations that Eventarc supports Now you can control how your alerts handle missing data from telemetry data streams using Alert Policies in the Cloud Console or via API In cloud ecosystems there are millions of data sources and often there are pauses or breaks in their telemetry data streams Configure how this missing data influences your open incidents Option Missing data is treated as “above the threshold and your incidents will stay open Option missing data is evaluated as “below the threshold and the incident will close after your retest window period Week of Mar Mar Natural language processing is a critical AI tool for understanding unstructured often technical healthcare information like clinical notes and lab reports See how leading healthcare organizations are exploring NLP to unlock hidden value in their data A handheld lab Read how Cue Health is revolutionizing healthcare diagnostics for COVID and beyondーall from the comfort of home Providing reliable technical support for an increasingly distributed hybrid workforce is becoming all the more crucial and challenging Cloud Customer Care has added a range of new offerings and features for businesses of all sizes to help you find the Google Cloud technical support services that are best for your needs and budget GoogleforGames Dev Summit is NOW LIVE Watch the keynote followed by over product sessions on demand to help you build high quality games and reach audiences around the world Watch →g co gamedevsummitMeeting and ideally exceeding consumer expectations today is often a heavy lift for many companiesーespecially those running modern apps on legacy on premises databases Read how Google Cloud database services provide you the best options for industry leading reliability global scale amp open standards enabling you to make your next big idea a reality Read this blog Week of Mar Mar Learn how Google Cloud Partner Advantage partners help customers solve real world business challenges in retail and ecommerce through data insights Introducing Community Security Analytics an open source repository of queries for self service security analytics Get started analyzing your own Google Cloud logs with BigQuery or Chronicle to detect potential threats to your workloads and to audit usage of your data Learn more On a mission to accelerate the world s adoption of a modern approach to threat management through Autonomic Security Operations our latest update expands our ASO technology stack with Siemplify offers a solution to the latest White House Executive Order introduces a community based security analytics repository and announces key R amp D initiatives that we re investing in to bolster threat informed defenses worldwide Read more here Account defender available today in public preview is a feature in reCAPTCHA Enterprise that takes behavioral detection a step further It analyzes the patterns of behavior for an individual account in addition to the patterns of behavior of all user accounts associated with your website Read more here Maximize your Cloud Spanner savings with new committed use discounts Get up to discount on Spanner compute capacity by purchasing committed use discounts Once you make a commitment to spend a certain amount on an hourly basis on Spanner from a billing account you can get discounts on instances in different instance configurations regions and projects associated with that billing account This flexibility helps you achieve a high utilization rate of your commitment across regions and projects without manual intervention saving you time and money Learn more In many places across the globe March is celebrated as Women s History Month and March th specifically marks the day known around the world as International Women s Day Google Cloud in partnership with Women Techmakers has created an opportunity to bridge the gaps in the credentialing space by offering a certification journey for Ambassadors of the Women Techmakers community Learn more Learn how to accelerate vendor due diligence on Google Cloud by leveraging third party risk management providers Hybrid work should not derail DEI efforts If you re moving to a hybrid work model here s how to make diversity equity and inclusion central to it Learn how Cloud Data Fusion provides scalable data integration pipelines to help consolidate a customer s SAP and non SAP datasets within BigQuery Hong Kong based startup TecPal builds and manages smart hardware and software for household appliances all over the world using Google Cloud Find out how Eventarc adds support for Firebase Remote Config and Test Lab in preview Now you can create Eventarc triggers to send Firebase Remote Config or Firebase Test Lab events to your favorite destinations that Eventarc supports Anthos Service Mesh Dashboard is now available public preview on the Anthos clusters on Bare Metaland Anthos clusters on VMware Customers can now get out of the box telemetry dashboards to see a services first view of their application on the Cloud Console Micro Focus Enterprise Server Google Cloud blueprint performs an automated deployment of Enterprise Server inside a new VPC or existing VPC Learn more Learn how to wire your application logs with more information without adding a single line of code and get more insights with the new version of the Java library Pacemaker Alerts in Google Cloudcluster alerting enables the system administrator to be notified about critical events of the enterprise workloads in GCP like the SAP solutions Week of Feb Mar Announcing the Data Cloud Summit April th ーReady to dive deep into data Join us at the Google Data Cloud Summit on Wednesday April at AM PDT This three hour digital event is packed with content and experiences designed to help you unlock innovation in your organization Learn how Google Cloud technologies across AI machine learning analytics and databases have helped organizations such as Exabeam Deutsche Bank and PayPal to break down silos increase agility derive more value from data and innovate faster Register today for this no cost digital event Google Cloud addresses concerns about how its customers might be impacted by the invasion of Ukraine Read more Eventarc is now HIPAA compliantーEventarc is covered under the Google Cloud Business Associate Agreement BAA meaning it has achieved HIPAA compliance Healthcare and life sciences organizations can now use Eventarc to send events that require HIPAA compliance Eventarc trigger for Workflows is now available in Preview You can now select Workflows as a destination to events originating from any supported event providerError Reporting automatically captures exceptions found in logs ingested by Cloud Logging from the following languages Go Java Node js PHP Python Ruby and NET aggregates them and then notifies you of their existence Learn moreabout how USAA partnered with Google Cloud to transform their operations by leveraging AI to drive efficiency in vehicle insurance claims estimation Learn how Google Cloud and NetApp s ability to “burst to cloud seamlessly spinning up compute and storage on demand accelerates EDA design testing Google Cloud CISO Phil Venables shares his thoughts on the latest security updates from the Google Cybersecurity Action Team Google Cloud Easy as Pie Hackathon the results are in VPC Flow Logs Org Policy Constraints allow users to enforce VPC Flow Logs enablement across their organization and impose minimum and maximum sampling rates VPC Flow Logs are used to understand network traffic for troubleshooting optimization and compliance purposes Google Cloud Managed Service for Prometheus is now generally available Get all of the benefits of open source compatible monitoring with the ease of use of Google scale managed services Google Cloud Deploy now supports Anthos clusters bringing opinionated fully managed continuous delivery for hybrid and multicloud workloads Cloud Deploy provides integrated best practices security and metrics from a centralized control plane Learn Google Workspace s vision for frontline workers and how our Frontline solution innovations can bridge collaboration and productivity across workforce in office and remote Week of Feb Feb Read how Paerpay promotes bigger tabs and faster more pleasant transactions with Google Cloud and the Google for Startups Cloud Program Learn about the advancements we ve released for our Google Cloud Marketplace customers and partners in the last few months BBVA collaborated with Google Cloud to create one of the most successful Google Cloud training programs for employees to date Read how they did it Google for Games Developer Summit returns March at AM PT Learn about our latest games solutions and product innovations It s online and open to all Check out the full agenda g co gamedevsummit Build a data mesh on Google Cloud with Dataplex now GA Read how Dataplex enables customers to centrally manage monitor and govern distributed data and makes it securely accessible to a variety of analytics and data science tools While understanding what is happening now has great business value forward thinking companies like Tyson Foods are taking things a step further using real time analytics integrated with artificial intelligence AI and business intelligence BI to answer the question “what might happen in the future Join us for the first Google Cloud Security Talks of happening on March th Modernizing SecOps is a top priority for so many organizations Register to attend and learn how you can enhance your approach to threat detection investigation and response Google Cloud introduces their Data Hero series with a profile on Lynn Langit a data cloud architect educator and developer on GCP Building ML solutions Check out these guidelines for ensuring quality in each process of the MLOps lifecycle Eventarc is now Payment Card Industry Data Security Standard PCI DSS compliant Week of Feb Feb The Google Cloud Retail Digital Pulse Asia Pacificis an ongoing annual assessment carried out in partnership with IDC Retail Insights to understand the maturity of retail digital transformation in the Asia Pacific Region The study covers retailers across eight markets amp sub segments to investigate their digital maturity across five dimensions strategy people data technology and process to arrive at a stage Digital Pulse Index with being the most mature It provides great insights in various stages of digital maturity of asian retailers their drivers for digitisation challenges innovation hotspots and the focus areas with respect to use cases and technologies Deploying Cloud Memorystore for Redis for any scale Learn how you can scale Cloud Memorystore for high volume use cases by leveraging client side sharding This blog provides a step by step walkthrough which demonstrates how you can adapt your existing application to scale to the highest levels with the help of the Envoy Proxy Read our blog to learn more Check out how six SAP customers are driving value with BigQuery This Black History Month we re highlighting Black led startups using Google Cloud to grow their businesses Check out how DOSS and its co founder Bobby Bryant disrupts the real estate industry with voice search tech and analytics on Google Cloud Vimeo leverages managed database services from Google Cloud to serve up billions of views around the world each day Read how it uses Cloud Spanner to deliver a consistent and reliable experience to its users no matter where they are How can serverless best be leveraged Can cloud credits be maximized Are all managed services equal We dive into top questions for startups Google introduces Sustainability value pillar in GCP Active Assist solutionto accelerate our industry leadership in Co reduction and environmental protection efforts Intelligent carbon footprint reduction tool is launched in preview Central States health insurance CIO Pat Moroney shares highs and lows from his career transforming IT Read moreTraffic Director client authorization for proxyless gRPC services is now generally available Combine with managed mTLS credentials in GKE to centrally manage access between workloads using Traffic Director Read more Cloud Functions nd gen is now in public preview The next generation of our Cloud Functions Functions as a Service platform gives you more features control performance scalability and events sources Learn more Week of Feb Feb Now announcing the general availability of the newest instance series in our Compute Optimized family CDーpowered by rd Gen AMD EPYC processors Read how CD provides larger instance types and memory per core configurations ideal for customers with performance intensive workloads Digital health startup expands its impact on healthcare equity and diversity with Google Cloud Platform and the Google for Startups Accelerator for Black Founders Rear more Storage Transfer Service support for agent pools is now generally available GA You can use agent pools to create isolated groups of agents as a source or sink entity in a transfer job This enables you to transfer data from multiple data centers and filesystems concurrently without creating multiple projects for a large transfer spanning multiple filesystems and data centers This option is available via API Console and gcloud transfer CLI The five trends driving healthcare and life sciences in will be powered by accessible data AI and partnerships Learn how COLOPL Minna Bank and Eleven Japan use Cloud Spanner to solve their scalability performance and digital transformation challenges Week of Jan Feb Pub Sub Lite goes regional Pub Sub Lite is a high volume messaging service with ultra low cost that now offers regional Lite topics in addition to existing zonal Lite topics Unlike zonal topics which are located in a single zone regional topics are asynchronously replicated across two zones Multi zone replication protects from zonal failures in the service Read about it here Google Workspace is making it easy for employees to bring modern collaboration to work even if their organizations are still using legacy tools Essentials Starter is a no cost offer designed to help people bring the apps they know and love to use in their personal lives to their work life Learn more We re now offering days free access to role based Google Cloud training with interactive labs and opportunities to earn skill badges to demonstrate your cloud knowledge Learn more Security Command Center SCC Premium adds support for additional compliance benchmarks including CIS Google Cloud Computing Foundations and OWASP Top amp Learn more about how SCC helps manage and improve your cloud security posture Storage Transfer Service now offers Preview support transfers from self managed object storage systems via user managed agents With this new feature customers can seamlessly copy PBs of data from cloud or on premise object storage to Google Cloud Storage Object Storage sources must be compatible with Amazon S APIs For customers migrating from AWS S to GCS this feature gives an option to control network routes to Google Cloud Fill this signup form to access this STS feature Week of Jan Jan Learn how Sabre leveraged a year partnership with Google Cloud to power the travel industry with innovative technology As Sabre embarked on a cloud transformation it sought managed database services from Google Cloud that enabled low latency and improved consistency Sabre discovered how the strengths of both Cloud Spanner and Bigtable supported unique use cases and led to high performance solutions Storage Transfer Service now offers Preview support for moving data between two filesystems and keeping them in sync on a periodic schedule This launch offers a managed way to migrate from a self managed filesystem to Filestore If you have on premises systems generating massive amounts of data that needs to be processed in Google Cloud you can now use Storage Transfer Service to accelerate data transfer from an on prem filesystem to a cloud filesystem See Transfer data between POSIX file systems for details Storage Transfer Service now offers Preview support for preserving POSIX attributes and symlinks when transferring to from and between POSIX filesystems Attributes include the user ID of the owner the group ID of the owning group the mode or permissions the modification time and the size of the file See Metadata preservation for details Bigtable Autoscaling is Generally Available GA Bigtable Autoscaling automatically adds or removes capacity in response to the changing demand for your applications With autoscaling you only pay for what you need and you can spend more time on your business instead of managing infrastructure Learn more Week of Jan Jan Sprinklr and Google Cloud join forces to help enterprises reimagine their customer experience management strategies Hear more from Nirav Sheth Nirav Sheth Director of ISV Marketplace amp Partner Sales Firestore Key Visualizer is Generally Available GA Firestore Key Visualizer is an interactive performance monitoring tool that helps customers observe and maximize Firestore s performance Learn more Like many organizations Wayfair faced the challenge of deciding which cloud databases they should migrate to in order to modernize their business and operations Ultimately they chose Cloud SQL and Cloud Spanner because of the databases clear path for shifting workloads as well as the flexibility they both provide Learn how Wayfair was able to migrate quickly while still being able to serve production traffic at scale Week of Jan Jan Start your New Year s resolutions by learning at no cost how to use Google Cloud Read more to find how to take advantage of these training opportunities megatrends drive cloud adoptionーand improve security for all Google Cloud CISO Phil Venables explains the eight major megatrends powering cloud adoption and why they ll continue to make the cloud more secure than on prem for the foreseeable future Read more Week of Jan Jan Google Transfer Appliance announces General Availability of online mode Customers collecting data at edge locations e g cameras cars sensors can offload to Transfer Appliance and stream that data to a Cloud Storage bucket Online mode can be toggled to send the data to Cloud Storage over the network or offline by shipping the appliance Customers can monitor their online transfers for appliances from Cloud Console Week of Dec Dec The most read blogs about Google Cloud compute networking storage and physical infrastructure in Read more Top Google Cloud managed container blogs of Four cloud security trends that organizations and practitioners should be planning for in ーand what they should do about them Read more Google Cloud announces the top data analytics stories from including the top three trends and lessons they learned from customers this year Read more Explore Google Cloud s Contact Center AI CCAI and its momentum in Read more An overview of the innovations that Google Workspace delivered in for Google Meet Read more Google Cloud s top artificial intelligence and machine learning posts from Read more How we ve helped break down silos unearth the value of data and apply that data to solve big problems Read more A recap of the year s infrastructure progress from impressive Tau VMs to industry leading storage capabilities to major networking leaps Read more Google Cloud CISO Phil Venables shares his thoughts on the latest security updates from the Google Cybersecurity Action Team Read more Google Cloud A cloud built for developers ー year in review Read more API management continued to grow in importance in and Apigee continued to innovate capabilities for customers new solutions and partnerships Read more Recapping Google s progress in toward running on carbon free energy by ーand decarbonizing the electricity system as a whole Read more Week of Dec Dec And that s a wrap After engaging in countless customer interviews we re sharing our top lessons learned from our data customers in Learn what customer data journeys inspired our top picks and what made the cut here Cloud SQL now shows you minor version information For more information see our documentation Cloud SQL for MySQL now allows you to select your MySQL minor version when creating an instance and upgrade MySQL minor version For more information see our documentation Cloud SQL for MySQL now supports database auditing Database auditing lets you track specific user actions in the database such as table updates read queries user privilege grants and others To learn more see MySQL database auditing Week of Dec Dec A CRITICAL VULNERABILITY in a widely used logging library Apache s Logj has become a global security incident Security researchers around the globe warn that this could have serious repercussions Two Google Cloud Blog posts describe how Cloud Armorand Cloud IDS both help mitigate the threat Take advantage of these ten no cost trainings before Check them out here Deploy Task Queues alongside your Cloud Application Cloud Tasks is now available in GCP Regions worldwide Read more Managed Anthos Service Mesh support for GKE Autopilot Preview GKE Autopilot with Managed ASM provides ease of use and simplified administration capabilities allowing customers to focus on their application not the infrastructure Customers can now let Google handle the upgrade and lifecycle tasks for both the cluster and the service mesh Configure Managed ASM with asmcli experiment in GKE Autopilot cluster Policy Troubleshooter for BeyondCorp Enterprise is now generally available Using this feature admins can triage access failure events and perform the necessary actions to unblock users quickly Learn more by registering for Google Cloud Security Talks on December and attending the BeyondCorp Enterprise session The event is free to attend and sessions will be available on demand Google Cloud Security Talks Zero Trust Edition This week we hosted our final Google Cloud Security Talks event of the year focused on all things zero trust Google pioneered the implementation of zero trust in the enterprise over a decade ago with our BeyondCorp effort and we continue to lead the way applying this approach to most aspects of our operations Check out our digital sessions on demand to hear the latest updates on Google s vision for a zero trust future and how you can leverage our capabilities to protect your organization in today s challenging threat environment Week of Dec Dec key metrics to measure cloud FinOps impact in and beyond Learn about the key metrics to effectively measure the impact of Cloud FinOps across your organization and leverage the metrics to gain insights prioritize on strategic goals and drive enterprise wide adoption Learn moreWe announced Cloud IDS our new network security offering is now generally available Cloud IDS built with Palo Alto Networks technologies delivers easy to use cloud native managed network based threat detection with industry leading breadth and security efficacy To learn more and request a day trial credit see the Cloud IDS webpage Week of Nov Dec Join Cloud Learn happening from Dec This interactive learning event will have live technical demos Q amp As career development workshops and more covering everything from Google Cloud fundamentals to certification prep Learn more Get a deep dive into BigQuery Administrator Hub With BigQuery Administrator Hub you can better manage BigQuery at scale with Resource Charts and Slot Estimator Administrators Learn more about these tools and just how easy they are to usehere New data and AI in Media blog How data and AI can help media companies better personalize and what to watch out for We interviewed Googlers Gloria Lee Executive Account Director of Media amp Entertainment and John Abel Technical Director for the Office of the CTO to share exclusive insights on how media organizations should think about and ways to make the most out of their data in the new era of direct to consumer Watch our video interview with Gloria and John and read more Datastream is now generally available GA Datastream a serverless change data capture CDC and replication service allows you to synchronize data across heterogeneous databases storage systems and applications reliably and with minimal latency to support real time analytics database replication and event driven architectures Datastream currently supports CDC ingestion from Oracle and MySQL to Cloud Storage with additional sources and destinations coming in the future Datastream integrates with Dataflow and Cloud Data Fusion to deliver real time replication to a wide range of destinations including BigQuery Cloud Spanner and Cloud SQL Learn more Week of Nov Nov Security Command Center SCC launches new mute findings capability We re excited to announce a new “Mute Findings capability in SCC that helps you gain operational efficiencies by effectively managing the findings volume based on your organization s policies and requirements SCC presents potential security risks in your cloud environment as findings across misconfigurations vulnerabilities and threats With the launch of mute findings capability you gain a way to reduce findings volume and focus on the security issues that are highly relevant to you and your organization To learn more read this blog post and watch thisshort demo video Week of Nov Nov Cloud Spanner is our distributed globally scalable SQL database service that decouples compute from storage which makes it possible to scale processing resources separately from storage This means that horizontal upscaling is possible with no downtime for achieving higher performance on dimensions such as operations per second for both reads and writes The distributed scaling nature of Spanner s architecture makes it an ideal solution for unpredictable workloads such as online games Learn how you can get started developing global multiplayer games using Spanner New Dataflow templates for Elasticsearch releasedto help customers process and export Google Cloud data into their Elastic Cloud You can now push data from Pub Sub Cloud Storage or BigQuery into your Elasticsearch deployments in a cloud native fashion Read more for a deep dive on how to set up a Dataflow streaming pipeline to collect and export your Cloud Audit logs into Elasticsearch and analyze them in Kibana UI We re excited to announce the public preview of Google Cloud Managed Service for Prometheus a new monitoring offering designed for scale and ease of use that maintains compatibility with the open source Prometheus ecosystem While Prometheus works well for many basic deployments managing Prometheus can become challenging at enterprise scale Learn more about the service in our blog and on the website Week of Nov Nov New study on the economics of cloud migration The Total Economic ImpactOf Migrating Expensive Operating Systems and Traditional Software to Google Cloud We worked with Forrester on this study which details the cost savings and benefits you can achieve from migrating and modernizing with Google Cloud especially with respect to expensive operating systems and traditional software Download now New whitepaper on building a successful cloud migration strategy The priority to move into the cloud and achieve a zero data center footprint is becoming top of mind for many CIOs One of the most fundamental changes required to accelerate a move to the cloud is the adoption of a product mindsetーthe shift from an emphasis on project to product Download “Accelerating the journey to the cloud with a product mindset now Week of Nov Nov Time to live TTL reduces storage costs improves query performance and simplifies data retention in Cloud Spanner by automatically removing unneeded data based on user defined policies Unlike custom scripts or application code TTL is fully managed and designed for minimal impact on other workloads TTL is generally available today in Spanner at no additional cost Read more New whitepaper available Migrating to NET Core on Google Cloud This free whitepaper written for NET developers and software architects who want to modernize their NET Framework applications outlines the benefits and things to consider when migrating NET Framework apps to NET Core running on Google Cloud It also offers a framework with suggestions to help you build a strategy for migrating to a fully managed Kubernetes offering or to Google serverless Download the free whitepaper Export from Google Cloud Storage Storage Transfer Service now offers Preview support for exporting data from Cloud Storage to any POSIX file system You can use this bidirectional data movement capability to move data in and out of Cloud Storage on premises clusters and edge locations including Google Distributed Cloud The service provides built in capabilities such as scheduling bandwidth management retries and data integrity checks that simplifies the data transfer workflow For more information see Download data from Cloud Storage Document Translation is now GA Translate documents in real time in languages and retain document formatting Learn more about new features and see a demo on how Eli Lilly translates content globally Announcing the general availability of Cloud Asset Inventory console We re excited to announce the general availability of the new Cloud Asset Inventory user interface In addition to all the capabilities announced earlier in Public Preview the general availability release provides powerful search and easy filtering capabilities These capabilities enable you to view details of resources and IAM policies machine type and policy statistics and insights into your overall cloud footprint Learn more about these new capabilities by using the searching resources and searching IAM policies guides You can get more information about Cloud Asset Inventory using our product documentation Week of Oct Oct BigQuery table snapshots are now generally available A table snapshot is a low cost read only copy of a table s data as it was at a particular time By establishing a robust value measurement approach to track and monitor the business value metrics toward business goals we are bringing technology finance and business leaders together through the discipline of Cloud FinOps to show how digital transformation is enabling the organization to create new innovative capabilities and generate top line revenue Learn more We ve announced BigQuery Omni a new multicloud analytics service that allows data teams to perform cross cloud analytics across AWS Azure and Google Cloud all from one viewpoint Learn how BigQuery Omni works and what data and business challenges it solves here Week of Oct Oct Available now are our newest TD VMs family based on rd Generation AMD EPYC processors Learn more In case you missed it ーtop AI announcements from Google Cloud Next Catch up on what s new see demos and hear from our customers about how Google Cloud is making AI more accessible more focused on business outcomes and fast tracking the time to value Too much to take in at Google Cloud Next No worries here s a breakdown of the biggest announcements at the day event Check out the second revision of Architecture Framework Google Cloud s collection of canonical best practices Week of Oct Oct We re excited to announce Google Cloud s new goal of equipping more than million people with Google Cloud skills To help achieve this goal we re offering no cost access to all our training content this month Find out more here Support for language repositories in Artifact Registry is now generally available Artifact Registry allows you to store all your language specific artifacts in one place Supported package types include Java Node and Python Additionally support for Linux packages is in public preview Learn more Want to know what s the latest with Google ML Powered intelligence service Active Assist and how to learn more about it at Next Check out this blog Week of Sept Oct Announcing the launch of Speaker ID In customer preference for voice calls increased by percentage points to and was by far the most preferred service channel But most callers still need to pass through archaic authentication processes which slows down the time to resolution and burns through valuable agent time Speaker ID from Google Cloud brings ML based speaker identification directly to customers and contact center partners allowing callers to authenticate over the phone using their own voice Learn more Your guide to all things AI amp ML at Google Cloud Next Google Cloud Next is coming October and if you re interested in AI amp ML we ve got you covered Tune in to hear about real use cases from companies like Twitter Eli Lilly Wayfair and more We re also excited to share exciting product news and hands on AI learning opportunities Learn more about AI at Next and register for free today It is now simple to use Terraform to configure Anthos features on your GKE clusters Check out part two of this series which explores adding Policy Controller audits to our Config Sync managed cluster Learn more Week of Sept Sept Announcing the webinar Powering market data through cloud and AI ML We re sponsoring a Coalition Greenwich webinar on September rd where we ll discuss the findings of our upcoming study on how market data delivery and consumption is being transformed by cloud and AI Moderated by Coalition Greenwich the panel will feature Trey Berre from CME Group Brad Levy from Symphony and Ulku Rowe representing Google Cloud Register here New research from Google Cloud reveals five innovation trends for market data Together with Coalition Greenwich we surveyed exchanges trading systems data aggregators data producers asset managers hedge funds and investment banks to examine both the distribution and consumption of market data and trading infrastructure in the cloud Learn more about our findings here If you are looking for a more automated way to manage quotas over a high number of projects we are excited to introduce a Quota Monitoring Solution from Google Cloud Professional Services This solution benefits customers who have many projects or organizations and are looking for an easy way to monitor the quota usage in a single dashboard and use default alerting capabilities across all quotas Week of Sept Sept New storage features help ensure data is never lost We are announcing extensions to our popular Cloud Storage offering and introducing two new services Filestore Enterprise and Backup for Google Kubernetes Engine GKE Together these new capabilities will make it easier for you to protect your data out of the box across a wide variety of applications and use cases Read the full article API management powers sustainable resource management Water waste and energy solutions company Veolia uses APIs and API Management platform Apigee to build apps and help their customers build their own apps too Learn from their digital and API first approach here To support our expanding customer base in Canada we re excited to announce that the new Google Cloud Platform region in Toronto is now open Toronto is the th Google Cloud region connected via our high performance network helping customers better serve their users and customers throughout the globe In combination with Montreal customers now benefit from improved business continuity planning with distributed secure infrastructure needed to meet IT and business requirements for disaster recovery while maintaining data sovereignty Cloud SQL now supports custom formatting controls for CSVs When performing admin exports and imports users can now select custom characters for field delimiters quotes escapes and other characters For more information see our documentation Week of Sept Sept Hear how Lowe s SRE was able to reduce their Mean Time to Recovery MTTR by over after adopting Google s Site Reliability Engineering practices and Google Cloud s operations suite Week of Aug Sept A what s new blog in the what s new blog Yes you read that correctly Google Cloud data engineers are always hard at work maintaining the hundreds of dataset pipelines that feed into our public datasets repository but they re also regularly bringing new ones into the mix Check out our newest featured datasets and catch a few best practices in our living blog What are the newest datasets in Google Cloud Migration success with Operational Health Reviews from Google Cloud s Professional Service Organization Learn how Google Cloud s Professional Services Org is proactively and strategically guiding customers to operate effectively and efficiently in the Cloud both during and after their migration process Learn how we simplified monitoring for Google Cloud VMware Engine and Google Cloud operations suite Read more Week of Aug Aug Google Transfer Appliance announces preview of online mode Customers are increasingly collecting data that needs to quickly be transferred to the cloud Transfer Appliances are being used to quickly offload data from sources e g cameras cars sensors and can now stream that data to a Cloud Storage bucket Online mode can be toggled as data is copied into the appliance and either send the data offline by shipping the appliance to Google or copy data to Cloud Storage over the network Read more Topic retention for Cloud Pub Sub is now Generally Available Topic retention is the most comprehensive and flexible way available to retain Pub Sub messages for message replay In addition to backing up all subscriptions connected to the topic new subscriptions can now be initialized from a timestamp in the past Learn more about the feature here Vertex Predictions now supports private endpoints for online prediction Through VPC Peering Private Endpoints provide increased security and lower latency when serving ML models Read more Week of Aug Aug Look for us to take security one step further by adding authorization features for service to service communications for gRPC proxyless services as well as to support other deployment models where proxyless gRPC services are running somewhere other than GKE for example Compute Engine We hope you ll join us and check out the setup guide and give us feedback Cloud Run now supports VPC Service Controls You can now protect your Cloud Run services against data exfiltration by using VPC Service Controls in conjunction with Cloud Run s ingress and egress settings Read more Read how retailers are leveraging Google Cloud VMware Engine to move their on premises applications to the cloud where they can achieve the scale intelligence and speed required to stay relevant and competitive Read more A series of new features for BeyondCorp Enterprise our zero trust offering We now offer native support for client certificates for eight types of VPC SC resources We are also announcing general availability of the on prem connector which allows users to secure HTTP or HTTPS based on premises applications outside of Google Cloud Additionally three new BeyondCorp attributes are available in Access Context Manager as part of a public preview Customers can configure custom access policies based on time and date credential strength and or Chrome browser attributes Read more about these announcements here We are excited to announce that Google Cloud working with its partners NAG and DDN demonstrated the highest performing Lustre file system on the IO ranking of the fastest HPC storage systems ーquite a feat considering Lustre is one of the most widely deployed HPC file systems in the world Read the full article The Storage Transfer Service for on premises data API is now available in Preview Now you can use RESTful APIs to automate your on prem to cloud transfer workflows Storage Transfer Service is a software service to transfer data over a network The service provides built in capabilities such as scheduling bandwidth management retries and data integrity checks that simplifies the data transfer workflow It is now simple to use Terraform to configure Anthos features on your GKE clusters This is the first part of the part series that describes using Terraform to enable Config Sync For platform administrators this natural IaC approach improves auditability and transparency and reduces risk of misconfigurations or security gaps Read more In this commissioned study “Modernize With AIOps To Maximize Your Impact Forrester Consulting surveyed organizations worldwide to better understand how they re approaching artificial intelligence for IT operations AIOps in their cloud environments and what kind of benefits they re seeing Read more If your organization or development environment has strict security policies which don t allow for external IPs it can be difficult to set up a connection between a Private Cloud SQL instance and a Private IP VM This article contains clear instructions on how to set up a connection from a private Compute Engine VM to a private Cloud SQL instance using a private service connection and the mysqlsh command line tool Week of Aug Aug Compute Engine users have a new updated set of VM level “in context metrics charts and logs to correlate signals for common troubleshooting scenarios across CPU Disk Memory Networking and live Processes This brings the best of Google Cloud s operations suite directly to the Compute Engine UI Learn more Pub Sub to Splunk Dataflow template has been updatedto address multiple enterprise customer asks from improved compatibility with Splunk Add on for Google Cloud Platform to more extensibility with user defined functions UDFs and general pipeline reliability enhancements to tolerate failures like transient network issues when delivering data to Splunk Read more to learn about how to take advantage of these latest features Read more Google Cloud and NVIDIA have teamed up to make VR AR workloads easier faster to create and tetherless Read more Register for the Google Cloud Startup Summit September at goo gle StartupSummit for a digital event filled with inspiration learning and discussion This event will bring together our startup and VC community to discuss the latest trends and insights headlined by a keynote by Astro Teller Captain of Moonshots at X the moonshot factory Additionally learn from a variety of technical and business sessions to help take your startup to the next level Google Cloud and Harris Poll healthcare research reveals COVID impacts on healthcare technology Learn more Partial SSO is now available for public preview If you use a rd party identity provider to single sign on into Google services Partial SSO allows you to identify a subset of your users to use Google Cloud Identity as your SAML SSO identity provider short video and demo Week of Aug Aug Gartner named Google Cloud a Leader in the Magic Quadrant for Cloud Infrastructure and Platform Services formerly Infrastructure as a Service Learn more Private Service Connect is now generally available Private Service Connect lets you create private and secure connections to Google Cloud and third party services with service endpoints in your VPCs Read more migration guides designed to help you identify the best ways to migrate which include meeting common organizational goals like minimizing time and risk during your migration identifying the most enterprise grade infrastructure for your workloads picking a cloud that aligns with your organization s sustainability goals and more Read more Week of Jul Jul This week we hosting our Retail amp Consumer Goods Summit a digital event dedicated to helping leading retailers and brands digitally transform their business Read more about our consumer packaged goods strategy and a guide to key summit content for brands in this blog from Giusy Buonfantino Google Cloud s Vice President of CPG We re hosting our Retail amp Consumer Goods Summit a digital event dedicated to helping leading retailers and brands digitally transform their business Read more See how IKEA uses Recommendations AI to provide customers with more relevant product information Read more Google Cloud launches a career program for people with autism designed to hire and support more talented people with autism in the rapidly growing cloud industry Learn moreGoogle Cloud follows new API stability tenets that work to minimize unexpected deprecations to our Enterprise APIs Read more Week of Jul Jul Register and join us for Google Cloud Next October at g co CloudNext for a fresh approach to digital transformation as well as a few surprises Next will be a fully customizable digital adventure for a more personalized learning journey Find the tools and training you need to succeed From live interactive Q amp As and informative breakout sessions to educational demos and real life applications of the latest tech from Google Cloud Get ready to plug into your cloud community get informed and be inspired Together we can tackle today s greatest business challenges and start solving for what s next Application Innovation takes a front row seat this year To stay ahead of rising customer expectations and the digital and in person hybrid landscape enterprises must know what application innovation means and how to deliver this type of innovation with a small piece of technology that might surprise you Learn more about the three pillars of app innovation here We announced Cloud IDS our new network security offering which is now available in preview Cloud IDS delivers easy to use cloud native managed network based threat detection With Cloud IDS customers can enjoy a Google Cloud integrated experience built with Palo Alto Networks industry leading threat detection technologies to provide high levels of security efficacy Learn more Key Visualizer for Cloud Spanner is now generally available Key Visualizer is a new interactive monitoring tool that lets developers and administrators analyze usage patterns in Spanner It reveals trends and outliers in key performance and resource metrics for databases of any size helping to optimize queries and reduce infrastructure costs See it in action The market for healthcare cloud is projected to grow This means a need for better tech infrastructure digital transformation amp Cloud tools Learn how Google Cloud Partner Advantage partners help customers solve business challenges in healthcare Week of Jul Jul Simplify VM migrations with Migrate for Compute Engine as a Service delivers a Google managed cloud service that enables simple frictionless and large scale enterprise migrations of virtual machines to Google Compute Engine with minimal downtime and risk API driven and integrated into your Google Cloud console for ease of use this service uses agent less replication to copy data without manual intervention and without VPN requirements It also enables you to launch non disruptive validations of your VMs prior to cutover Rapidly migrate a single application or execute a sprint with hundred systems using migration groups with confidence Read more here The Google Cloud region in Delhi NCR is now open for business ready to host your workloads Learn more and watch the region launch event here Introducing Quilkin the open source game server proxy Developed in collaboration with Embark Studios Quilkin is an open source UDP proxy tailor made for high performance real time multiplayer games Read more We re making Google Glass on Meet available to a wider network of global customers Learn more Transfer Appliance supports Google Managed Encryption Keys ーWe re announcing the support for Google Managed Encryption Keys with Transfer Appliance this is in addition to the currently available Customer Managed Encryption Keys feature Customers have asked for the Transfer Appliance service to create and manage encryption keys for transfer sessions to improve usability and maintain security The Transfer Appliance Service can now manage the encryption keys for the customers who do not wish to handle a key themselves Learn more about Using Google Managed Encryption Keys UCLA builds a campus wide API program With Google Cloud s API management platform Apigee UCLA created a unified and strong API foundation that removes data friction that students faculty and administrators alike face This foundation not only simplifies how various personas connect to data but also encourages more innovations in the future Learn their story An enhanced region picker makes it easy to choose a Google Cloud region with the lowest CO output Learn more Amwell and Google Cloud explore five ways telehealth can help democratize access to healthcare Read more Major League Baseball and Kaggle launch ML competition to learn about fan engagement Batter up We re rolling out general support of Brand Indicators for Message Identification BIMI in Gmail within Google Workspace Learn more Learn how DeNA Sports Business created an operational status visualization system that helps determine whether live event attendees have correctly installed Japan s coronavirus contact tracing app COCOA Google Cloud CAS provides a highly scalable and available private CA to address the unprecedented growth in certificates in the digital world Read more about CAS Week of Jul Jul Google Cloud and Call of Duty League launch ActivStat to bring fans players and commentators the power of competitive statistics in real time Read more Building applications is a heavy lift due to the technical complexity which includes the complexity of backend services that are used to manage and store data Firestore alters this by having Google Cloud manage your backend complexity through a complete backend as a service Learn more Google Cloud s new Native App Development skills challenge lets you earn badges that demonstrate your ability to create cloud native apps Read more and sign up Week of Jun Jul Storage Transfer Service now offers preview support for Integration with AWS Security Token Service Security conscious customers can now use Storage Transfer Service to perform transfers from AWS S without passing any security credentials This release will alleviate the security burden associated with passing long term AWS S credentials which have to be rotated or explicitly revoked when they are no longer needed Read more The most popular and surging Google Search terms are now available in BigQuery as a public dataset View the Top and Top rising queries from Google Trends from the past days including years of historical data across the Designated Market Areas DMAs in the US Learn more A new predictive autoscaling capability lets you add additional Compute Engine VMs in anticipation of forecasted demand Predictive autoscaling is generally available across all Google Cloud regions Read more or consult the documentation for more information on how to configure simulate and monitor predictive autoscaling Messages by Google is now the default messaging app for all AT amp T customers using Android phones in the United States Read more TPU v Pods will soon be available on Google Cloud providing the most powerful publicly available computing platform for machine learning training Learn more Cloud SQL for SQL Server has addressed multiple enterprise customer asks with the GA releases of both SQL Server and Active Directory integration as well as the Preview release of Cross Region Replicas This set of releases work in concert to allow customers to set up a more scalable and secure managed SQL Server environment to address their workloads needs Read more Week of Jun Jun Simplified return to office with no code technology We ve just released a solution to your most common return to office headaches make a no code app customized to solve your business specific challenges Learn how to create an automated app where employees can see office room occupancy check what desks are reserved or open review disinfection schedules and more in this blog tutorial New technical validation whitepaper for running ecommerce applicationsーEnterprise Strategy Group s analyst outlines the challenges of organizations running ecommerce applications and how Google Cloud helps to mitigate those challenges and handle changing demands with global infrastructure solutions Download the whitepaper The fullagendafor Google for Games Developer Summit on July th th is now available A free digital event with announcements from teams including Stadia Google Ads AdMob Android Google Play Firebase Chrome YouTube and Google Cloud Hear more about how Google Cloud technology creates opportunities for gaming companies to make lasting enhancements for players and creatives Register at g co gamedevsummitBigQuery row level security is now generally available giving customers a way to control access to subsets of data in the same table for different groups of users Row level security RLS extends the principle of least privilege access and enables fine grained access control policies in BigQuery tables BigQuery currently supports access controls at the project dataset table and column level Adding RLS to the portfolio of access controls now enables customers to filter and define access to specific rows in a table based on qualifying user conditionsーproviding much needed peace of mind for data professionals Transfer from Azure ADLS Gen Storage Transfer Service offers Preview support for transferring data from Azure ADLS Gen to Google Cloud Storage Take advantage of a scalable serverless service to handle data transfer Read more reCAPTCHA V and V customers can now migrate site keys to reCAPTCHA Enterprise in under minutes and without making any code changes Watch our Webinar to learn more Bot attacks are the biggest threat to your business that you probably haven t addressed yet Check out our Forbes article to see what you can do about it Week of Jun Jun A new VM family for scale out workloadsーNew AMD based Tau VMs offer higher absolute performance and higher price performance compared to general purpose VMs from any of the leading public cloud vendors Learn more New whitepaper helps customers plot their cloud migrationsーOur new whitepaper distills the conversations we ve had with CIOs CTOs and their technical staff into several frameworks that can help cut through the hype and the technical complexity to help devise the strategy that empowers both the business and IT Read more or download the whitepaper Ubuntu Pro lands on Google CloudーThe general availability of Ubuntu Pro images on Google Cloud gives customers an improved Ubuntu experience expanded security coverage and integration with critical Google Cloud features Read more Navigating hybrid work with a single connected experience in Google WorkspaceーNew additions to Google Workspace help businesses navigate the challenges of hybrid work such as Companion Mode for Google Meet calls Read more Arab Bank embraces Google Cloud technologyーThis Middle Eastern bank now offers innovative apps and services to their customers and employees with Apigee and Anthos In fact Arab Bank reports over of their new to bank customers are using their mobile apps Learn more Google Workspace for the Public Sector Sector eventsーThis June learn about Google Workspace tips and tricks to help you get things done Join us for one or more of our learning events tailored for government and higher education users Learn more Week of Jun Jun The top cloud capabilities industry leaders want for sustained innovationーMulticloud and hybrid cloud approaches coupled with open source technology adoption enable IT teams to take full advantage of the best cloud has to offer Our recent study with IDG shows just how much of a priority this has become for business leaders Read more or download the report Announcing the Firmina subsea cableーPlanned to run from the East Coast of the United States to Las Toninas Argentina with additional landings in Praia Grande Brazil and Punta del Este Uruguay Firmina will be the longest open subsea cable in the world capable of running entirely from a single power source at one end of the cable if its other power source s become temporarily unavailableーa resilience boost at a time when reliable connectivity is more important than ever Read more New research reveals what s needed for AI acceleration in manufacturingーAccording to our data which polled more than senior manufacturing executives across seven countries have turned to digital enablers and disruptive technologies due to the pandemic such as data and analytics cloud and artificial intelligence AI And of manufacturers who use AI in their day to day operations report that their reliance on AI is increasing Read more or download the report Cloud SQL offers even faster maintenanceーCloud SQL maintenance is zippier than ever MySQL and PostgreSQL planned maintenance typically lasts less than seconds and SQL Server maintenance typically lasts less than seconds You can learn more about maintenance here Simplifying Transfer Appliance configuration with Cloud Setup ApplicationーWe re announcing the availability of the Transfer Appliance Cloud Setup Application This will use the information you provide through simple prompts and configure your Google Cloud permissions preferred Cloud Storage bucket and Cloud KMS key for your transfer Several cloud console based manual steps are now simplified with a command line experience Read more Google Cloud VMware Engine is now HIPAA compliantーAs of April Google Cloud VMware Engine is covered under the Google Cloud Business Associate Agreement BAA meaning it has achieved HIPAA compliance Healthcare organizations can now migrate and run their HIPAA compliant VMware workloads in a fully compatible VMware Cloud Verified stack running natively in Google Cloud with Google Cloud VMware Engine without changes or re architecture to tools processes or applications Read more Introducing container native Cloud DNSーKubernetes networking almost always starts with a DNS request DNS has broad impacts on your application and cluster performance scalability and resilience That is why we are excited to announce the release of container native Cloud DNSーthe native integration of Cloud DNS with Google Kubernetes Engine GKE to provide in cluster Service DNS resolution with Cloud DNS our scalable and full featured DNS service Read more Welcoming the EU s new Standard Contractual Clauses for cross border data transfersーLearn how we re incorporating the new Standard Contractual Clauses SCCs into our contracts to help protect our customers data and meet the requirements of European privacy legislation Read more Lowe s meets customer demand with Google SRE practicesーLearn how Low s has been able to increase the number of releases they can support by adopting Google s Site Reliability Engineering SRE framework and leveraging their partnership with Google Cloud Read more What s next for SAP on Google Cloud at SAPPHIRE NOW and beyondーAs SAP s SAPPHIRE conference begins this week we believe businesses have a more significant opportunity than ever to build for their next decade of growth and beyond Learn more on how we re working together with our customers SAP and our partners to support this transformation Read more Support for Node js Python and Java repositories for Artifact Registrynow in Preview With today s announcement you can not only use Artifact Registry to secure and distribute container images but also manage and secure your other software artifacts Read more What s next for SAP on Google Cloud at SAPPHIRE NOW and beyondーAs SAP s SAPPHIRE conference begins this week we believe businesses have a more significant opportunity than ever to build for their next decade of growth and beyond Learn more on how we re working together with our customers SAP and our partners to support this transformation Read more Google named a Leader in The Forrester Wave Streaming Analytics Q report Learn about the criteria where Google Dataflow was rated out and why this matters for our customers here Applied ML Summit this Thursday June Watch our keynote to learn about predictions for machine learning over the next decade Engage with distinguished researchers leading practitioners and Kaggle Grandmasters during our live Ask Me Anything session Take part in our modeling workshops to learn how you can iterate faster and deploy and manage your models with confidence no matter your level of formal computer science training Learn how to develop and apply your professional skills grow your abilities at the pace of innovation and take your career to the next level Register now Week of May Jun Security Command Center now supports CIS benchmarks and granular access control Security Command Center SCC now supports CIS benchmarks for Google Cloud Platform Foundation v enabling you to monitor and address compliance violations against industry best practices in your Google Cloud environment Additionally SCC now supports fine grained access control for administrators that allows you to easily adhere to the principles of least privilegeーrestricting access based on roles and responsibilities to reduce risk and enabling broader team engagement to address security Read more Zero trust managed security for services with Traffic Director We created Traffic Director to bring to you a fully managed service mesh product that includes load balancing traffic management and service discovery And now we re happy to announce the availability of a fully managed zero trust security solution using Traffic Director with Google Kubernetes Engine GKE and Certificate Authority CA Service Read more How one business modernized their data warehouse for customer success PedidosYa migrated from their old data warehouse to Google Cloud s BigQuery Now with BigQuery the Latin American online food ordering company has reduced the total cost per query by x Learn more Announcing new Cloud TPU VMs New Cloud TPU VMs make it easier to use our industry leading TPU hardware by providing direct access to TPU host machines offering a new and improved user experience to develop and deploy TensorFlow PyTorch and JAX on Cloud TPUs Read more Introducing logical replication and decoding for Cloud SQL for PostgreSQL We re announcing the public preview of logical replication and decoding for Cloud SQL for PostgreSQL By releasing those capabilities and enabling change data capture CDC from Cloud SQL for PostgreSQL we strengthen our commitment to building an open database platform that meets critical application requirements and integrates seamlessly with the PostgreSQL ecosystem Read more How businesses are transforming with SAP on Google Cloud Thousands of organizations globally rely on SAP for their most mission critical workloads And for many Google Cloud customers part of a broader digital transformation journey has included accelerating the migration of these essential SAP workloads to Google Cloud for greater agility elasticity and uptime Read six of their stories Week of May May Google Cloud for financial services driving your transformation cloud journey As we welcome the industry to our Financial Services Summit we re sharing more on how Google Cloud accelerates a financial organization s digital transformation through app and infrastructure modernization data democratization people connections and trusted transactions Read more or watch the summit on demand Introducing Datashare solution for financial services We announced the general availability of Datashare for financial services a new Google Cloud solution that brings together the entire capital markets ecosystemーdata publishers and data consumersーto exchange market data securely and easily Read more Announcing Datastream in Preview Datastream a serverless change data capture CDC and replication service allows enterprises to synchronize data across heterogeneous databases storage systems and applications reliably and with minimal latency to support real time analytics database replication and event driven architectures Read more Introducing Dataplex An intelligent data fabric for analytics at scale Dataplex provides a way to centrally manage monitor and govern your data across data lakes data warehouses and data marts and make this data securely accessible to a variety of analytics and data science tools Read more Announcing Dataflow Prime Available in Preview in Q Dataflow Prime is a new platform based on a serverless no ops auto tuning architecture built to bring unparalleled resource utilization and radical operational simplicity to big data processing Dataflow Prime builds on Dataflow and brings new user benefits with innovations in resource utilization and distributed diagnostics The new capabilities in Dataflow significantly reduce the time spent on infrastructure sizing and tuning tasks as well as time spent diagnosing data freshness problems Read more Secure and scalable sharing for data and analytics with Analytics Hub With Analytics Hub available in Preview in Q organizations get a rich data ecosystem by publishing and subscribing to analytics ready datasets control and monitoring over how their data is being used a self service way to access valuable and trusted data assets and an easy way to monetize their data assets without the overhead of building and managing the infrastructure Read more Cloud Spanner trims entry cost by Coming soon to Preview granular instance sizing in Spanner lets organizations run workloads at as low as th the cost of regular instances equating to approximately month Read more Cloud Bigtable lifts SLA and adds new security features for regulated industries Bigtable instances with a multi cluster routing policy across or more regions are now covered by a monthly uptime percentage under the new SLA In addition new Data Access audit logs can help determine whether sensitive customer information has been accessed in the event of a security incident and if so when and by whom Read more Build a no code journaling app In honor of Mental Health Awareness Month Google Cloud s no code application development platform AppSheet demonstrates how you can build a journaling app complete with titles time stamps mood entries and more Learn how with this blog and video here New features in Security Command CenterーOn May th Security Command Center Premium launched the general availability of granular access controls at project and folder level and Center for Internet Security CIS benchmarks for Google Cloud Platform Foundation These new capabilities enable organizations to improve their security posture and efficiently manage risk for their Google Cloud environment Learn more Simplified API operations with AI Google Cloud s API management platform Apigee applies Google s industry leading ML and AI to your API metadata Understand how it works with anomaly detection here This week Data Cloud and Financial Services Summits Our Google Cloud Summit series begins this week with the Data Cloud Summit on Wednesday May Global At this half day event you ll learn how leading companies like PayPal Workday Equifax and many others are driving competitive differentiation using Google Cloud technologies to build their data clouds and transform data into value that drives innovation The following day Thursday May Global amp EMEA at the Financial Services Summit discover how Google Cloud is helping financial institutions such as PayPal Global Payments HSBC Credit Suisse AXA Switzerland and more unlock new possibilities and accelerate business through innovation Read more and explore the entire summit series Announcing the Google for Games Developer Summit on July th th With a surge of new gamers and an increase in time spent playing games in the last year it s more important than ever for game developers to delight and engage players To help developers with this opportunity the games teams at Google are back to announce the return of the Google for Games Developer Summit on July th th Hear from experts across Google about new game solutions they re building to make it easier for you to continue creating great games connecting with players and scaling your business Registration is free and open to all game developers Register for the free online event at g co gamedevsummit to get more details in the coming weeks We can t wait to share our latest innovations with the developer community Learn more Week of May May Best practices to protect your organization against ransomware threats For more than years Google has been operating securely in the cloud using our modern technology stack to provide a more defensible environment that we can protect at scale While the threat of ransomware isn t new our responsibility to help protect you from existing or emerging threats never changes In our recent blog post we shared guidance on how organizations can increase their resilience to ransomware and how some of our Cloud products and services can help Read more Forrester names Google Cloud a Leader in Unstructured Data Security Platforms Forrester Research has named Google Cloud a Leader in The Forrester Wave Unstructured Data Security Platforms Q report and rated Google Cloud highest in the current offering category among the providers evaluated Read more or download the report Introducing Vertex AI One platform every ML tool you need Vertex AI is a managed machine learning ML platform that allows companies to accelerate the deployment and maintenance of artificial intelligence AI models Read more Transforming collaboration in Google Workspace We re launching smart canvas a new product experience that delivers the next evolution of collaboration for Google Workspace Between now and the end of the year we re rolling out innovations that make it easier for people to stay connected focus their time and attention and transform their ideas into impact Read more Developing next generation geothermal power At I O this week we announced a first of its kind next generation geothermal project with clean energy startup Fervo that will soon begin adding carbon free energy to the electric grid that serves our data centers and infrastructure throughout Nevada including our Cloud region in Las Vegas Read more Contributing to an environment of trust and transparency in Europe Google Cloud was one of the first cloud providers to support and adopt the EU GDPR Cloud Code of Conduct CoC The CoC is a mechanism for cloud providers to demonstrate how they offer sufficient guarantees to implement appropriate technical and organizational measures as data processors under the GDPR This week the Belgian Data Protection Authority based on a positive opinion by the European Data Protection Board EDPB approved the CoC a product of years of constructive collaboration between the cloud computing community the European Commission and European data protection authorities We are proud to say that Google Cloud Platform and Google Workspace already adhere to these provisions Learn more Announcing Google Cloud datasets solutions We re adding commercial synthetic and first party data to our Google Cloud Public Datasets Program to help organizations increase the value of their analytics and AI initiatives and we re making available an open source reference architecture for a more streamlined data onboarding process to the program Read more Introducing custom samples in Cloud Code With new custom samples in Cloud Code developers can quickly access your enterprise s best code samples via a versioned Git repository directly from their IDEs Read more Retention settings for Cloud SQL Cloud SQL now allows you to configure backup retention settings to protect against data loss You can retain between and days worth of automated backups and between and days worth of transaction logs for point in time recovery See the details here Cloud developer s guide to Google I O Google I O may look a little different this year but don t worry you ll still get the same first hand look at the newest launches and projects coming from Google Best of all it s free and available to all virtually on May Read more Week of May May APIs and Apigee power modern day due diligence With APIs and Google Cloud s Apigee business due diligence company DueDil revolutionized the way they harness and share their Big Information Graph B I G with partners and customers Get the full story Cloud CISO Perspectives May It s been a busy month here at Google Cloud since our inaugural CISO perspectives blog post in April Here VP and CISO of Google Cloud Phil Venables recaps our cloud security and industry highlights a sneak peak of what s ahead from Google at RSA and more Read more new features to secure your Cloud Run services We announced several new ways to secure Cloud Run environments to make developing and deploying containerized applications easier for developers Read more Maximize your Cloud Run investments with new committed use discounts We re introducing self service spend based committed use discounts for Cloud Run which let you commit for a year to spending a certain amount on Cloud Run and benefiting from a discount on the amount you committed Read more Google Cloud Armor Managed Protection Plus is now generally available Cloud Armor our Distributed Denial of Service DDoS protection and Web Application Firewall WAF service on Google Cloud leverages the same infrastructure network and technology that has protected Google s internet facing properties from some of the largest attacks ever reported These same tools protect customers infrastructure from DDoS attacks which are increasing in both magnitude and complexity every year Deployed at the very edge of our network Cloud Armor absorbs malicious network and protocol based volumetric attacks while mitigating the OWASP Top risks and maintaining the availability of protected services Read more Announcing Document Translation for Translation API Advanced in preview Translation is critical to many developers and localization providers whether you re releasing a document a piece of software training materials or a website in multiple languages With Document Translation now you can directly translate documents in languages and formats such as Docx PPTx XLSx and PDF while preserving document formatting Read more Introducing BeyondCorp Enterprise protected profiles Protected profiles enable users to securely access corporate resources from an unmanaged device with the same threat and data protections available in BeyondCorp Enterprise all from the Chrome Browser Read more How reCAPTCHA Enterprise protects unemployment and COVID vaccination portals With so many people visiting government websites to learn more about the COVID vaccine make vaccine appointments or file for unemployment these web pages have become prime targets for bot attacks and other abusive activities But reCAPTCHA Enterprise has helped state governments protect COVID vaccine registration portals and unemployment claims portals from abusive activities Learn more Day one with Anthos Here are ideas for how to get started Once you have your new application platform in place there are some things you can do to immediately get value and gain momentum Here are six things you can do to get you started Read more The era of the transformation cloud is here Google Cloud s president Rob Enslin shares how the era of the transformation cloud has seen organizations move beyond data centers to change not only where their business is done but more importantly how it is done Read more Week of May May Transforming hard disk drive maintenance with predictive ML In collaboration with Seagate we developed a machine learning system that can forecast the probability of a recurring failing diskーa disk that fails or has experienced three or more problems in days Learn how we did it Agent Assist for Chat is now in public preview Agent Assist provides your human agents with continuous support during their calls and now chats by identifying the customers intent and providing them with real time recommendations such as articles and FAQs as well as responses to customer messages to more effectively resolve the conversation Read more New Google Cloud AWS and Azure product map Our updated product map helps you understand similar offerings from Google Cloud AWS and Azure and you can easily filter the list by product name or other common keywords Read more or view the map Join our Google Cloud Security Talks on May th We ll share expert insights into how we re working to be your most trusted cloud Find the list of topics we ll cover here Databricks is now GA on Google Cloud Deploy or migrate Databricks Lakehouse to Google Cloud to combine the benefits of an open data cloud platform with greater analytics flexibility unified infrastructure management and optimized performance Read more HPC VM image is now GA The CentOS based HPC VM image makes it quick and easy to create HPC ready VMs on Google Cloud that are pre tuned for optimal performance Check out our documentation and quickstart guide to start creating instances using the HPC VM image today Take the State of DevOps survey Help us shape the future of DevOps and make your voice heard by completing the State of DevOps survey before June Read more or take the survey OpenTelemetry Trace is now available OpenTelemetry has reached a key milestone the OpenTelemetry Tracing Specification has reached version API and SDK release candidates are available for Java Erlang Python Go Node js and Net Additional languages will follow over the next few weeks Read more New blueprint helps secure confidential data in AI Platform Notebooks We re adding to our portfolio of blueprints with the publication of our Protecting confidential data in AI Platform Notebooks blueprint guide and deployable blueprint which can help you apply data governance and security policies that protect your AI Platform Notebooks containing confidential data Read more The Liquibase Cloud Spanner extension is now GA Liquibase an open source library that works with a wide variety of databases can be used for tracking managing and automating database schema changes By providing the ability to integrate databases into your CI CD process Liquibase helps you more fully adopt DevOps practices The Liquibase Cloud Spanner extension allows developers to use Liquibase s open source database library to manage and automate schema changes in Cloud Spanner Read more Cloud computing Frequently asked questions There are a number of terms and concepts in cloud computing and not everyone is familiar with all of them To help we ve put together a list of common questions and the meanings of a few of those acronyms Read more Week of Apr Apr Announcing the GKE Gateway controller in Preview GKE Gateway controller Google Cloud s implementation of the Gateway API manages internal and external HTTP S load balancing for a GKE cluster or a fleet of GKE clusters and provides multi tenant sharing of load balancer infrastructure with centralized admin policy and control Read more See Network Performance for Google Cloud in Performance Dashboard The Google Cloud performance view part of the Network Intelligence Center provides packet loss and latency metrics for traffic on Google Cloud It allows users to do informed planning of their deployment architecture as well as determine in real time the answer to the most common troubleshooting question Is it Google or is it me The Google Cloud performance view is now open for all Google Cloud customers as a public preview Check it out Optimizing data in Google Sheets allows users to create no code apps Format columns and tables in Google Sheets to best position your data to transform into a fully customized successful app no coding necessary Read our four best Google Sheets tips Automation bots with AppSheet Automation AppSheet recently released AppSheet Automation infusing Google AI capabilities to AppSheet s trusted no code app development platform Learn step by step how to build your first automation bot on AppSheet here Google Cloud announces a new region in Israel Our new region in Israel will make it easier for customers to serve their own users faster more reliably and securely Read more New multi instance NVIDIA GPUs on GKE We re launching support for multi instance GPUs in GKE currently in Preview which will help you drive better value from your GPU investments Read more Partnering with NSF to advance networking innovation We announced our partnership with the U S National Science Foundation NSF joining other industry partners and federal agencies as part of a combined million investment in academic research for Resilient and Intelligent Next Generation NextG Systems or RINGS Read more Creating a policy contract with Configuration as Data Configuration as Data is an emerging cloud infrastructure management paradigm that allows developers to declare the desired state of their applications and infrastructure without specifying the precise actions or steps for how to achieve it However declaring a configuration is only half the battle you also want policy that defines how a configuration is to be used This post shows you how Google Cloud products deliver real time data solutions Seven Eleven Japan built Seven Central its new platform for digital transformation on Google Cloud Powered by BigQuery Cloud Spanner and Apigee API management Seven Central presents easy to understand data ultimately allowing for quickly informed decisions Read their story here Week of Apr Apr Extreme PD is now GA On April th Google Cloud s Persistent Disk launched general availability of Extreme PD a high performance block storage volume with provisioned IOPS and up to GB s of throughput Learn more Research How data analytics and intelligence tools to play a key role post COVID A recent Google commissioned study by IDG highlighted the role of data analytics and intelligent solutions when it comes to helping businesses separate from their competition The survey of IT leaders across the globe reinforced the notion that the ability to derive insights from data will go a long way towards determining which companies win in this new era Learn more or download the study Introducing PHP on Cloud Functions We re bringing support for PHP a popular general purpose programming language to Cloud Functions With the Functions Framework for PHP you can write idiomatic PHP functions to build business critical applications and integration layers And with Cloud Functions for PHP now available in Preview you can deploy functions in a fully managed PHP environment complete with access to resources in a private VPC network Learn more Delivering our CCAG pooled audit As our customers increased their use of cloud services to meet the demands of teleworking and aid in COVID recovery we ve worked hard to meet our commitment to being the industry s most trusted cloud despite the global pandemic We re proud to announce that Google Cloud completed an annual pooled audit with the CCAG in a completely remote setting and were the only cloud service provider to do so in Learn more Anthos now available We recently released Anthos our run anywhere Kubernetes platform that s connected to Google Cloud delivering an array of capabilities that make multicloud more accessible and sustainable Learn more New Redis Enterprise for Anthos and GKE We re making Redis Enterprise for Anthos and Google Kubernetes Engine GKE available in the Google Cloud Marketplace in private preview Learn more Updates to Google Meet We introduced a refreshed user interface UI enhanced reliability features powered by the latest Google AI and tools that make meetings more engagingーeven funーfor everyone involved Learn more DocAI solutions now generally available Document Doc AI platform Lending DocAI and Procurement DocAI built on decades of AI innovation at Google bring powerful and useful solutions across lending insurance government and other industries Learn more Four consecutive years of renewable energy In Google again matched percent of its global electricity use with purchases of renewable energy All told we ve signed agreements to buy power from more than renewable energy projects with a combined capacity of gigawatts about the same as a million solar rooftops Learn more Announcing the Google Cloud region picker The Google Cloud region picker lets you assess key inputs like price latency to your end users and carbon footprint to help you choose which Google Cloud region to run on Learn more Google Cloud launches new security solution WAAP WebApp and API Protection WAAP combines Google Cloud Armor Apigee and reCAPTCHA Enterprise to deliver improved threat protection consolidated visibility and greater operational efficiencies across clouds and on premises environments Learn more about WAAP here New in no code As discussed in our recent article no code hackathons are trending among innovative organizations Since then we ve outlined how you can host one yourself specifically designed for your unique business innovation outcomes Learn how here Google Cloud Referral Program now availableーNow you can share the power of Google Cloud and earn product credit for every new paying customer you refer Once you join the program you ll get a unique referral link that you can share with friends clients or others Whenever someone signs up with your link they ll get a product creditーthat s more than the standard trial credit When they become a paying customer we ll reward you with a product credit in your Google Cloud account Available in the United States Canada Brazil and Japan Apply for the Google Cloud Referral Program Week of Apr Apr Announcing the Data Cloud Summit May At this half day event you ll learn how leading companies like PayPal Workday Equifax Zebra Technologies Commonwealth Care Alliance and many others are driving competitive differentiation using Google Cloud technologies to build their data clouds and transform data into value that drives innovation Learn more and register at no cost Announcing the Financial Services Summit May In this hour event you ll learn how Google Cloud is helping financial institutions including PayPal Global Payments HSBC Credit Suisse and more unlock new possibilities and accelerate business through innovation and better customer experiences Learn more and register for free Global amp EMEA How Google Cloud is enabling vaccine equity In our latest update we share more on how we re working with US state governments to help produce equitable vaccination strategies at scale Learn more The new Google Cloud region in Warsaw is open The Google Cloud region in Warsaw is now ready for business opening doors for organizations in Central and Eastern Europe Learn more AppSheet Automation is now GA Google Cloud s AppSheet launches general availability of AppSheet Automation a unified development experience for citizen and professional developers alike to build custom applications with automated processes all without coding Learn how companies and employees are reclaiming their time and talent with AppSheet Automation here Introducing SAP Integration with Cloud Data Fusion Google Cloud native data integration platform Cloud Data Fusion now offers the capability to seamlessly get data out of SAP Business Suite SAP ERP and S HANA Learn more Week of Apr Apr New Certificate Authority Service CAS whitepaper “How to deploy a secure and reliable public key infrastructure with Google Cloud Certificate Authority Service written by Mark Cooper of PKI Solutions and Anoosh Saboori of Google Cloud covers security and architectural recommendations for the use of the Google Cloud CAS by organizations and describes critical concepts for securing and deploying a PKI based on CAS Learn more or read the whitepaper Active Assist s new feature predictive autoscaling helps improve response times for your applications When you enable predictive autoscaling Compute Engine forecasts future load based on your Managed Instance Group s MIG history and scales it out in advance of predicted load so that new instances are ready to serve when the load arrives Without predictive autoscaling an autoscaler can only scale a group reactively based on observed changes in load in real time With predictive autoscaling enabled the autoscaler works with real time data as well as with historical data to cover both the current and forecasted load That makes predictive autoscaling ideal for those apps with long initialization times and whose workloads vary predictably with daily or weekly cycles For more information see How predictive autoscaling works or check if predictive autoscaling is suitable for your workload and to learn more about other intelligent features check out Active Assist Introducing Dataprep BigQuery pushdown BigQuery pushdown gives you the flexibility to run jobs using either BigQuery or Dataflow If you select BigQuery then Dataprep can automatically determine if data pipelines can be partially or fully translated in a BigQuery SQL statement Any portions of the pipeline that cannot be run in BigQuery are executed in Dataflow Utilizing the power of BigQuery results in highly efficient data transformations especially for manipulations such as filters joins unions and aggregations This leads to better performance optimized costs and increased security with IAM and OAuth support Learn more Announcing the Google Cloud Retail amp Consumer Goods Summit The Google Cloud Retail amp Consumer Goods Summit brings together technology and business insights the key ingredients for any transformation Whether you re responsible for IT data analytics supply chains or marketing please join Building connections and sharing perspectives cross functionally is important to reimagining yourself your organization or the world Learn more or register for free New IDC whitepaper assesses multicloud as a risk mitigation strategy To better understand the benefits and challenges associated with a multicloud approach we supported IDC s new whitepaper that investigates how multicloud can help regulated organizations mitigate the risks of using a single cloud vendor The whitepaper looks at different approaches to multi vendor and hybrid clouds taken by European organizations and how these strategies can help organizations address concentration risk and vendor lock in improve their compliance posture and demonstrate an exit strategy Learn more or download the paper Introducing request priorities for Cloud Spanner APIs You can now specify request priorities for some Cloud Spanner APIs By assigning a HIGH MEDIUM or LOW priority to a specific request you can now convey the relative importance of workloads to better align resource usage with performance objectives Learn more How we re working with governments on climate goals Google Sustainability Officer Kate Brandt shares more on how we re partnering with governments around the world to provide our technology and insights to drive progress in sustainability efforts Learn more Week of Mar Apr Why Google Cloud is the ideal platform for Block one and other DLT companies Late last year Google Cloud joined the EOS community a leading open source platform for blockchain innovation and performance and is taking steps to support the EOS Public Blockchain by becoming a block producer BP At the time we outlined how our planned participation underscores the importance of blockchain to the future of business government and society We re sharing more on why Google Cloud is uniquely positioned to be an excellent partner for Block one and other distributed ledger technology DLT companies Learn more New whitepaper Scaling certificate management with Certificate Authority Service As Google Cloud s Certificate Authority Service CAS approaches general availability we want to help customers understand the service better Customers have asked us how CAS fits into our larger security story and how CAS works for various use cases Our new white paper answers these questions and more Learn more and download the paper Build a consistent approach for API consumers Learn the differences between REST and GraphQL as well as how to apply REST based practices to GraphQL No matter the approach discover how to manage and treat both options as API products here Apigee X makes it simple to apply Cloud CDN to APIs With Apigee X and Cloud CDN organizations can expand their API programs global reach Learn how to deploy APIs across regions and zones here Enabling data migration with Transfer Appliances in APACーWe re announcing the general availability of Transfer Appliances TA TA in Singapore Customers are looking for fast secure and easy to use options to migrate their workloads to Google Cloud and we are addressing their needs with Transfer Appliances globally in the US EU and APAC Learn more about Transfer Appliances TA and TA Windows Authentication is now supported on Cloud SQL for SQL Server in public previewーWe ve launched seamless integration with Google Cloud s Managed Service for Microsoft Active Directory AD This capability is a critical requirement to simplify identity management and streamline the migration of existing SQL Server workloads that rely on AD for access control Learn more or get started Using Cloud AI to whip up new treats with Mars MaltesersーMaltesers a popular British candy made by Mars teamed up with our own AI baker and ML engineer extraordinaire Sara Robinson to create a brand new dessert recipe with Google Cloud AI Find out what happened recipe included Simplifying data lake management with Dataproc Metastore now GAーDataproc Metastore a fully managed serverless technical metadata repository based on the Apache Hive metastore is now generally available Enterprises building and migrating open source data lakes to Google Cloud now have a central and persistent metastore for their open source data analytics frameworks Learn more Introducing the Echo subsea cableーWe announced our investment in Echo the first ever cable to directly connect the U S to Singapore with direct fiber pairs over an express route Echo will run from Eureka California to Singapore with a stop over in Guam and plans to also land in Indonesia Additional landings are possible in the future Learn more Week of Mar Mar new videos bring Google Cloud to lifeーThe Google Cloud Tech YouTube channel s latest video series explains cloud tools for technical practitioners in about minutes each Learn more BigQuery named a Leader in the Forrester Wave Cloud Data Warehouse Q reportーForrester gave BigQuery a score of out of across different criteria Learn more in our blog post or download the report Charting the future of custom compute at GoogleーTo meet users performance needs at low power we re doubling down on custom chips that use System on a Chip SoC designs Learn more Introducing Network Connectivity CenterーWe announced Network Connectivity Center which provides a single management experience to easily create connect and manage heterogeneous on prem and cloud networks leveraging Google s global infrastructure Network Connectivity Center serves as a vantage point to seamlessly connect VPNs partner and dedicated interconnects as well as third party routers and Software Defined WANs helping you optimize connectivity reduce operational burden and lower costsーwherever your applications or users may be Learn more Making it easier to get Compute Engine resources for batch processingーWe announced a new method of obtaining Compute Engine instances for batch processing that accounts for availability of resources in zones of a region Now available in preview for regional managed instance groups you can do this simply by specifying the ANY value in the API Learn more Next gen virtual automotive showrooms are here thanks to Google Cloud Unreal Engine and NVIDIAーWe teamed up with Unreal Engine the open and advanced real time D creation game engine and NVIDIA inventor of the GPU to launch new virtual showroom experiences for automakers Taking advantage of the NVIDIA RTX platform on Google Cloud these showrooms provide interactive D experiences photorealistic materials and environments and up to K cloud streaming on mobile and connected devices Today in collaboration with MHP the Porsche IT consulting firm and MONKEYWAY a real time D streaming solution provider you can see our first virtual showroom the Pagani Immersive Experience Platform Learn more Troubleshoot network connectivity with Dynamic Verification public preview ーYou can now check packet loss rate and one way network latency between two VMs on GCP This capability is an addition to existing Network Intelligence Center Connectivity Tests which verify reachability by analyzing network configuration in your VPCs See more in our documentation Helping U S states get the COVID vaccine to more peopleーIn February we announced our Intelligent Vaccine Impact solution IVIs to help communities rise to the challenge of getting vaccines to more people quickly and effectively Many states have deployed IVIs and have found it able to meet demand and easily integrate with their existing technology infrastructures Google Cloud is proud to partner with a number of states across the U S including Arizona the Commonwealth of Massachusetts North Carolina Oregon and the Commonwealth of Virginia to support vaccination efforts at scale Learn more Week of Mar Mar A VMs now GA The largest GPU cloud instances with NVIDIA A GPUsーWe re announcing the general availability of A VMs based on the NVIDIA Ampere A Tensor Core GPUs in Compute Engine This means customers around the world can now run their NVIDIA CUDA enabled machine learning ML and high performance computing HPC scale out and scale up workloads more efficiently and at a lower cost Learn more Earn the new Google Kubernetes Engine skill badge for freeーWe ve added a new skill badge this month Optimize Costs for Google Kubernetes Engine GKE which you can earn for free when you sign up for the Kubernetes track of the skills challenge The skills challenge provides days free access to Google Cloud labs and gives you the opportunity to earn skill badges to showcase different cloud competencies to employers Learn more Now available carbon free energy percentages for our Google Cloud regionsーGoogle first achieved carbon neutrality in and since we ve purchased enough solar and wind energy to match of our global electricity consumption Now we re building on that progress to target a new sustainability goal running our business on carbon free energy everywhere by Beginning this week we re sharing data about how we are performing against that objective so our customers can select Google Cloud regions based on the carbon free energy supplying them Learn more Increasing bandwidth to C and N VMsーWe announced the public preview of and Gbps high bandwidth network configurations for General Purpose N and Compute Optimized C Compute Engine VM families as part of continuous efforts to optimize our Andromeda host networking stack This means we can now offer higher bandwidth options on existing VM families when using the Google Virtual NIC gVNIC These VMs were previously limited to Gbps Learn more New research on how COVID changed the nature of ITーTo learn more about the impact of COVID and the resulting implications to IT Google commissioned a study by IDG to better understand how organizations are shifting their priorities in the wake of the pandemic Learn more and download the report New in API securityーGoogle Cloud Apigee API management platform s latest release Apigee X works with Cloud Armor to protect your APIs with advanced security technology including DDoS protection geo fencing OAuth and API keys Learn more about our integrated security enhancements here Troubleshoot errors more quickly with Cloud LoggingーThe Logs Explorer now automatically breaks down your log results by severity making it easy to spot spikes in errors at specific times Learn more about our new histogram functionality here Week of Mar Mar Introducing AskGoogleCloud on Twitter and YouTubeーOur first segment on March th features Developer Advocates Stephanie Wong Martin Omander and James Ward to answer questions on the best workloads for serverless the differences between “serverless and “cloud native how to accurately estimate costs for using Cloud Run and much more Learn more Learn about the value of no code hackathonsーGoogle Cloud s no code application development platform AppSheet helps to facilitate hackathons for “non technical employees with no coding necessary to compete Learn about Globe Telecom s no code hackathon as well as their winning AppSheet app here Introducing Cloud Code Secret Manager IntegrationーSecret Manager provides a central place and single source of truth to manage access and audit secrets across Google Cloud Integrating Cloud Code with Secret Manager brings the powerful capabilities of both these tools together so you can create and manage your secrets right from within your preferred IDE whether that be VS Code IntelliJ or Cloud Shell Editor Learn more Flexible instance configurations in Cloud SQLーCloud SQL for MySQL now supports flexible instance configurations which offer you the extra freedom to configure your instance with the specific number of vCPUs and GB of RAM that fits your workload To set up a new instance with a flexible instance configuration see our documentation here The Cloud Healthcare Consent Management API is now generally availableーThe Healthcare Consent Management API is now GA giving customers the ability to greatly scale the management of consents to meet increasing need particularly amidst the emerging task of managing health data for new care and research scenarios Learn more Week of Mar Mar Cloud Run is now available in all Google Cloud regions Learn more Introducing Apache Spark Structured Streaming connector for Pub Sub LiteーWe re announcing the release of an open source connector to read streams of messages from Pub Sub Lite into Apache Spark The connector works in all Apache Spark X distributions including Dataproc Databricks or manual Spark installations Learn more Google Cloud Next is October ーJoin us and learn how the most successful companies have transformed their businesses with Google Cloud Sign up at g co cloudnext for updates Learn more Hierarchical firewall policies now GAーHierarchical firewalls provide a means to enforce firewall rules at the organization and folder levels in the GCP Resource Hierarchy This allows security administrators at different levels in the hierarchy to define and deploy consistent firewall rules across a number of projects so they re applied to all VMs in currently existing and yet to be created projects Learn more Announcing the Google Cloud Born Digital SummitーOver this half day event we ll highlight proven best practice approaches to data architecture diversity amp inclusion and growth with Google Cloud solutions Learn more and register for free Google Cloud products in words or less edition ーOur popular “ words or less Google Cloud developer s cheat sheet is back and updated for Learn more Gartner names Google a leader in its Magic Quadrant for Cloud AI Developer Services reportーWe believe this recognition is based on Gartner s evaluation of Google Cloud s language vision conversational and structured data services and solutions for developers Learn more Announcing the Risk Protection ProgramーThe Risk Protection Program offers customers peace of mind through the technology to secure their data the tools to monitor the security of that data and an industry first cyber policy offered by leading insurers Learn more Building the future of workーWe re introducing new innovations in Google Workspace to help people collaborate and find more time and focus wherever and however they work Learn more Assured Controls and expanded Data RegionsーWe ve added new information governance features in Google Workspace to help customers control their data based on their business goals Learn more Week of Feb Feb Google Cloud tools explained in minutesーNeed a quick overview of Google Cloud core technologies Quickly learn these Google Cloud productsーeach explained in under two minutes Learn more BigQuery materialized views now GAーMaterialized views MV s are precomputed views that periodically cache results of a query to provide customers increased performance and efficiency Learn more New in BigQuery BI EngineーWe re extending BigQuery BI Engine to work with any BI or custom dashboarding applications that require sub second query response times In this preview BI Engine will work seamlessly with Looker and other popular BI tools such as Tableau and Power BI without requiring any change to the BI tools Learn more Dataproc now supports Shielded VMsーAll Dataproc clusters created using Debian or Ubuntu operating systems now use Shielded VMs by default and customers can provide their own configurations for secure boot vTPM and Integrity Monitoring This feature is just one of the many ways customers that have migrated their Hadoop and Spark clusters to GCP experience continued improvements to their security postures without any additional cost New Cloud Security Podcast by GoogleーOur new podcast brings you stories and insights on security in the cloud delivering security from the cloud and of course on what we re doing at Google Cloud to help keep customer data safe and workloads secure Learn more New in Conversational AI and Apigee technologyーAustralian retailer Woolworths provides seamless customer experiences with their virtual agent Olive Apigee API Management and Dialogflow technology allows customers to talk to Olive through voice and chat Learn more Introducing GKE AutopilotーGKE already offers an industry leading level of automation that makes setting up and operating a Kubernetes cluster easier and more cost effective than do it yourself and other managed offerings Autopilot represents a significant leap forward In addition to the fully managed control plane that GKE has always provided using the Autopilot mode of operation automatically applies industry best practices and can eliminate all node management operations maximizing your cluster efficiency and helping to provide a stronger security posture Learn more Partnering with Intel to accelerate cloud native GーAs we continue to grow cloud native services for the telecommunications industry we re excited to announce a collaboration with Intel to develop reference architectures and integrated solutions for communications service providers to accelerate their deployment of G and edge network solutions Learn more Veeam Backup for Google Cloud now availableーVeeam Backup for Google Cloud automates Google native snapshots to securely protect VMs across projects and regions with ultra low RPOs and RTOs and store backups in Google Object Storage to enhance data protection while ensuring lower costs for long term retention Migrate for Anthos GAーWith Migrate for Anthos customers and partners can automatically migrate and modernize traditional application workloads running in VMs into containers running on Anthos or GKE Included in this new release In place modernization for Anthos on AWS Public Preview to help customers accelerate on boarding to Anthos AWS while leveraging their existing investment in AWS data sources projects VPCs and IAM controls Additional Docker registries and artifacts repositories support GA including AWS ECR basic auth docker registries and AWS S storage to provide further flexibility for customers using Anthos Anywhere on prem AWS etc HTTPS Proxy support GA to enable MA functionality access to external image repos and other services where a proxy is used to control external access Week of Feb Feb Introducing Cloud Domains in previewーCloud Domains simplify domain registration and management within Google Cloud improve the custom domain experience for developers increase security and support stronger integrations around DNS and SSL Learn more Announcing Databricks on Google CloudーOur partnership with Databricks enables customers to accelerate Databricks implementations by simplifying their data access by jointly giving them powerful ways to analyze their data and by leveraging our combined AI and ML capabilities to impact business outcomes Learn more Service Directory is GAーAs the number and diversity of services grows it becomes increasingly challenging to maintain an inventory of all of the services across an organization Last year we launched Service Directory to help simplify the problem of service management Today it s generally available Learn more Week of Feb Feb Introducing Bare Metal Solution for SAP workloadsーWe ve expanded our Bare Metal Solutionーdedicated single tenant systems designed specifically to run workloads that are too large or otherwise unsuitable for standard virtualized environmentsーto include SAP certified hardware options giving SAP customers great options for modernizing their biggest and most challenging workloads Learn more TB SSDs bring ultimate IOPS to Compute Engine VMsーYou can now attach TB and TB Local SSD to second generation general purpose N Compute Engine VMs for great IOPS per dollar Learn more Supporting the Python ecosystemーAs part of our longstanding support for the Python ecosystem we are happy to increase our support for the Python Software Foundation the non profit behind the Python programming language ecosystem and community Learn more Migrate to regional backend services for Network Load BalancingーWe now support backend services with Network Load Balancingーa significant enhancement over the prior approach target pools providing a common unified data model for all our load balancing family members and accelerating the delivery of exciting features on Network Load Balancing Learn more Week of Feb Feb Apigee launches Apigee XーApigee celebrates its year anniversary with Apigee X a new release of the Apigee API management platform Apigee X harnesses the best of Google technologies to accelerate and globalize your API powered digital initiatives Learn more about Apigee X and digital excellence here Celebrating the success of Black founders with Google Cloud during Black History MonthーFebruary is Black History Month a time for us to come together to celebrate and remember the important people and history of the African heritage Over the next four weeks we will highlight four Black led startups and how they use Google Cloud to grow their businesses Our first feature highlights TQIntelligence and its founder Yared Week of Jan Jan BeyondCorp Enterprise now generally availableーBeyondCorp Enterprise is a zero trust solution built on Google s global network which provides customers with simple and secure access to applications and cloud resources and offers integrated threat and data protection To learn more read the blog post visit our product homepage and register for our upcoming webinar Week of Jan Jan Cloud Operations Sandbox now availableーCloud Operations Sandbox is an open source tool that helps you learn SRE practices from Google and apply them on cloud services using Google Cloud s operations suite formerly Stackdriver with everything you need to get started in one click You can read our blog post or get started by visiting cloud ops sandbox dev exploring the project repo and following along in the user guide New data security strategy whitepaperーOur new whitepaper shares our best practices for how to deploy a modern and effective data security program in the cloud Read the blog post or download the paper WebSockets HTTP and gRPC bidirectional streams come to Cloud RunーWith these capabilities you can deploy new kinds of applications to Cloud Run that were not previously supported while taking advantage of serverless infrastructure These features are now available in public preview for all Cloud Run locations Read the blog post or check out the WebSockets demo app or the sample hc server app New tutorial Build a no code workout app in stepsーLooking to crush your new year s resolutions Using AppSheet Google Cloud s no code app development platform you can build a custom fitness app that can do things like record your sets reps and weights log your workouts and show you how you re progressing Learn how Week of Jan Jan State of API Economy Report now availableーGoogle Cloud details the changing role of APIs in amidst the COVID pandemic informed by a comprehensive study of Apigee API usage behavior across industry geography enterprise size and more Discover these trends along with a projection of what to expect from APIs in Read our blog post here or download and read the report here New in the state of no codeーGoogle Cloud s AppSheet looks back at the key no code application development themes of AppSheet contends the rising number of citizen developer app creators will ultimately change the state of no code in Read more here Week of Jan Jan Last year s most popular API postsーIn an arduous year thoughtful API design and strategy is critical to empowering developers and companies to use technology for global good Google Cloud looks back at the must read API posts in Read it here Week of Dec Dec A look back at the year across Google CloudーLooking for some holiday reading We ve published recaps of our year across databases serverless data analytics and no code development Or take a look at our most popular posts of Week of Dec Dec Memorystore for Redis enables TLS encryption support Preview ーWith this release you can now use Memorystore for applications requiring sensitive data to be encrypted between the client and the Memorystore instance Read more here Monitoring Query Language MQL for Cloud Monitoring is now generally availableーMonitoring Query language provides developers and operators on IT and development teams powerful metric querying analysis charting and alerting capabilities This functionality is needed for Monitoring use cases that include troubleshooting outages root cause analysis custom SLI SLO creation reporting and analytics complex alert logic and more Learn more Week of Dec Dec Memorystore for Redis now supports Redis AUTHーWith this release you can now use OSS Redis AUTH feature with Memorystore for Redis instances Read more here New in serverless computingーGoogle Cloud API Gateway and its service first approach to developing serverless APIs helps organizations accelerate innovation by eliminating scalability and security bottlenecks for their APIs Discover more benefits here Environmental Dynamics Inc makes a big move to no codeーThe environmental consulting company EDI built and deployed business apps with no coding skills necessary with Google Cloud s AppSheet This no code effort not only empowered field workers but also saved employees over hours a year Get the full story here Introducing Google Workspace for GovernmentーGoogle Workspace for Government is an offering that brings the best of Google Cloud s collaboration and communication tools to the government with pricing that meets the needs of the public sector Whether it s powering social care visits employment support or virtual courts Google Workspace helps governments meet the unique challenges they face as they work to provide better services in an increasingly virtual world Learn more Week of Nov Dec Google enters agreement to acquire ActifioーActifio a leader in backup and disaster recovery DR offers customers the opportunity to protect virtual copies of data in their native format manage these copies throughout their entire lifecycle and use these copies for scenarios like development and test This planned acquisition further demonstrates Google Cloud s commitment to helping enterprises protect workloads on premises and in the cloud Learn more Traffic Director can now send traffic to services and gateways hosted outside of Google CloudーTraffic Director support for Hybrid Connectivity Network Endpoint Groups NEGs now generally available enables services in your VPC network to interoperate more seamlessly with services in other environments It also enables you to build advanced solutions based on Google Cloud s portfolio of networking products such as Cloud Armor protection for your private on prem services Learn more Google Cloud launches the Healthcare Interoperability Readiness ProgramーThis program powered by APIs and Google Cloud s Apigee helps patients doctors researchers and healthcare technologists alike by making patient data and healthcare data more accessible and secure Learn more here Container Threat Detection in Security Command CenterーWe announced the general availability of Container Threat Detection a built in service in Security Command Center This release includes multiple detection capabilities to help you monitor and secure your container deployments in Google Cloud Read more here Anthos on bare metal now GAーAnthos on bare metal opens up new possibilities for how you run your workloads and where You can run Anthos on your existing virtualized infrastructure or eliminate the dependency on a hypervisor layer to modernize applications while reducing costs Learn more Week of Nov Tuning control support in Cloud SQL for MySQLーWe ve made all flags that were previously in preview now generally available GA empowering you with the controls you need to optimize your databases See the full list here New in BigQuery MLーWe announced the general availability of boosted trees using XGBoost deep neural networks DNNs using TensorFlow and model export for online prediction Learn more New AI ML in retail reportーWe recently commissioned a survey of global retail executives to better understand which AI ML use cases across the retail value chain drive the highest value and returns in retail and what retailers need to keep in mind when going after these opportunities Learn more or read the report Week of Nov New whitepaper on how AI helps the patent industryーOur new paper outlines a methodology to train a BERT bidirectional encoder representation from transformers model on over million patent publications from the U S and other countries using open source tooling Learn more or read the whitepaper Google Cloud support for NET ーLearn more about our support of NET as well as how to deploy it to Cloud Run NET Core now on Cloud FunctionsーWith this integration you can write cloud functions using your favorite NET Core runtime with our Functions Framework for NET for an idiomatic developer experience Learn more Filestore Backups in previewーWe announced the availability of the Filestore Backups preview in all regions making it easier to migrate your business continuity disaster recovery and backup strategy for your file systems in Google Cloud Learn more Introducing Voucher a service to help secure the container supply chainーDeveloped by the Software Supply Chain Security team at Shopify to work with Google Cloud tools Voucher evaluates container images created by CI CD pipelines and signs those images if they meet certain predefined security criteria Binary Authorization then validates these signatures at deploy time ensuring that only explicitly authorized code that meets your organizational policy and compliance requirements can be deployed to production Learn more most watched from Google Cloud Next OnAirーTake a stroll through the sessions that were most popular from Next OnAir covering everything from data analytics to cloud migration to no code development Read the blog Artifact Registry is now GAーWith support for container images Maven npm packages and additional formats coming soon Artifact Registry helps your organization benefit from scale security and standardization across your software supply chain Read the blog Week of Nov Introducing the Anthos Developer SandboxーThe Anthos Developer Sandbox gives you an easy way to learn to develop on Anthos at no cost available to anyone with a Google account Read the blog Database Migration Service now available in previewーDatabase Migration Service DMS makes migrations to Cloud SQL simple and reliable DMS supports migrations of self hosted MySQL databasesーeither on premises or in the cloud as well as managed databases from other cloudsーto Cloud SQL for MySQL Support for PostgreSQL is currently available for limited customers in preview with SQL Server coming soon Learn more Troubleshoot deployments or production issues more quickly with new logs tailingーWe ve added support for a new API to tail logs with low latency Using gcloud it allows you the convenience of tail f with the powerful query language and centralized logging solution of Cloud Logging Learn more about this preview feature Regionalized log storage now available in new regions in previewーYou can now select where your logs are stored from one of five regions in addition to globalーasia east europe west us central us east and us west When you create a logs bucket you can set the region in which you want to store your logs data Get started with this guide Week of Nov Cloud SQL adds support for PostgreSQL ーShortly after its community GA Cloud SQL has added support for PostgreSQL You get access to the latest features of PostgreSQL while Cloud SQL handles the heavy operational lifting so your team can focus on accelerating application delivery Read more here Apigee creates value for businesses running on SAPーGoogle Cloud s API Management platform Apigee is optimized for data insights and data monetization helping businesses running on SAP innovate faster without fear of SAP specific challenges to modernization Read more here Document AI platform is liveーThe new Document AI DocAI platform a unified console for document processing is now available in preview You can quickly access all parsers tools and solutions e g Lending DocAI Procurement DocAI with a unified API enabling an end to end document solution from evaluation to deployment Read the full story here or check it out in your Google Cloudconsole Accelerating data migration with Transfer Appliances TA and TAーWe re announcing the general availability of new Transfer Appliances Customers are looking for fast secure and easy to use options to migrate their workloads to Google Cloud and we are addressing their needs with next generation Transfer Appliances Learn more about Transfer Appliances TA and TA Week of Oct B H Inc accelerates digital transformationーThe Utah based contracting and construction company BHI eliminated IT backlog when non technical employees were empowered to build equipment inspection productivity and other custom apps by choosing Google Workspace and the no code app development platform AppSheet Read the full story here Globe Telecom embraces no code developmentーGoogle Cloud s AppSheet empowers Globe Telecom employees to do more innovating with less code The global communications company kickstarted their no code journey by combining the power of AppSheet with a unique adoption strategy As a result AppSheet helped Globe Telecom employees build business apps in just weeks Get the full story Cloud Logging now allows you to control access to logs via Log ViewsーBuilding on the control offered via Log Buckets blog post you can now configure who has access to logs based on the source project resource type or log name all using standard IAM controls Logs views currently in Preview can help you build a system using the principle of least privilege limiting sensitive logs to only users who need this information Learn more about Log Views Document AI is HIPAA compliantーDocument AI now enables HIPAA compliance Now Healthcare and Life Science customers such as health care providers health plans and life science organizations can unlock insights by quickly extracting structured data from medical documents while safeguarding individuals protected health information PHI Learn more about Google Cloud s nearly products that support HIPAA compliance Week of Oct Improved security and governance in Cloud SQL for PostgreSQLーCloud SQL for PostgreSQL now integrates with Cloud IAM preview to provide simplified and consistent authentication and authorization Cloud SQL has also enabled PostgreSQL Audit Extension preview for more granular audit logging Read the blog Announcing the AI in Financial Crime Compliance webinarーOur executive digital forum will feature industry executives academics and former regulators who will discuss how AI is transforming financial crime compliance on November Register now Transforming retail with AI MLーNew research provides insights on high value AI ML use cases for food drug mass merchant and speciality retail that can drive significant value and build resilience for your business Learn what the top use cases are for your sub segment and read real world success stories Download the ebook here and view this companion webinar which also features insights from Zulily New release of Migrate for AnthosーWe re introducing two important new capabilities in the release of Migrate for Anthos Google Cloud s solution to easily migrate and modernize applications currently running on VMs so that they instead run on containers in Google Kubernetes Engine or Anthos The first is GA support for modernizing IIS apps running on Windows Server VMs The second is a new utility that helps you identify which VMs in your existing environment are the best targets for modernization to containers Start migrating or check out the assessment tool documentation Linux Windows New Compute Engine autoscaler controlsーNew scale in controls in Compute Engine let you limit the VM deletion rate by preventing the autoscaler from reducing a MIG s size by more VM instances than your workload can tolerate to lose Read the blog Lending DocAI in previewーLending DocAI is a specialized solution in our Document AI portfolio for the mortgage industry that processes borrowers income and asset documents to speed up loan applications Read the blog or check out the product demo Week of Oct New maintenance controls for Cloud SQLーCloud SQL now offers maintenance deny period controls which allow you to prevent automatic maintenance from occurring during a day time period Read the blog Trends in volumetric DDoS attacksーThis week we published a deep dive into DDoS threats detailing the trends we re seeing and giving you a closer look at how we prepare for multi terabit attacks so your sites stay up and running Read the blog New in BigQueryーWe shared a number of updates this week including new SQL capabilities more granular control over your partitions with time unit partitioning the general availability of Table ACLs and BigQuery System Tables Reports a solution that aims to help you monitor BigQuery flat rate slot and reservation utilization by leveraging BigQuery s underlying INFORMATION SCHEMA views Read the blog Cloud Code makes YAML easy for hundreds of popular Kubernetes CRDsーWe announced authoring support for more than popular Kubernetes CRDs out of the box any existing CRDs in your Kubernetes cluster and any CRDs you add from your local machine or a URL Read the blog Google Cloud s data privacy commitments for the AI eraーWe ve outlined how our AI ML Privacy Commitment reflects our belief that customers should have both the highest level of security and the highest level of control over data stored in the cloud Read the blog New lower pricing for Cloud CDNーWe ve reduced the price of cache fill content fetched from your origin charges across the board by up to along with our recent introduction of a new set of flexible caching capabilities to make it even easier to use Cloud CDN to optimize the performance of your applications Read the blog Expanding the BeyondCorp AllianceーLast year we announced our BeyondCorp Alliance with partners that share our Zero Trust vision Today we re announcing new partners to this alliance Read the blog New data analytics training opportunitiesーThroughout October and November we re offering a number of no cost ways to learn data analytics with trainings for beginners to advanced users Learn more New BigQuery blog seriesーBigQuery Explained provides overviews on storage data ingestion queries joins and more Read the series Week of Oct Introducing the Google Cloud Healthcare Consent Management APIーThis API gives healthcare application developers and clinical researchers a simple way to manage individuals consent of their health data particularly important given the new and emerging virtual care and research scenarios related to COVID Read the blog Announcing Google Cloud buildpacksーBased on the CNCF buildpacks v specification these buildpacks produce container images that follow best practices and are suitable for running on all of our container platforms Cloud Run fully managed Anthos and Google Kubernetes Engine GKE Read the blog Providing open access to the Genome Aggregation Database gnomAD ーOur collaboration with Broad Institute of MIT and Harvard provides free access to one of the world s most comprehensive public genomic datasets Read the blog Introducing HTTP gRPC server streaming for Cloud RunーServer side HTTP streaming for your serverless applications running on Cloud Run fully managed is now available This means your Cloud Run services can serve larger responses or stream partial responses to clients during the span of a single request enabling quicker server response times for your applications Read the blog New security and privacy features in Google WorkspaceーAlongside the announcement of Google Workspace we also shared more information on new security features that help facilitate safe communication and give admins increased visibility and control for their organizations Read the blog Introducing Google WorkspaceーGoogle Workspace includes all of the productivity apps you know and use at home at work or in the classroomーGmail Calendar Drive Docs Sheets Slides Meet Chat and moreーnow more thoughtfully connected Read the blog New in Cloud Functions languages availability portability and moreーWe extended Cloud Functionsーour scalable pay as you go Functions as a Service FaaS platform that runs your code with zero server managementーso you can now use it to build end to end solutions for several key use cases Read the blog Announcing the Google Cloud Public Sector Summit Dec ーOur upcoming two day virtual event will offer thought provoking panels keynotes customer stories and more on the future of digital service in the public sector Register at no cost |
2022-04-11 21:00:00 |
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