Google Cloud wrapped: Top 22 news stories of 2022, according to you

What a year! Over here at Google Cloud, we’re winding things down, but not before taking some time to reflect on everything that happened over the past twelve months. Inspired by the custom Spotify Wrapped playlist playing in our earbuds, we pulled the data about the best-read Google Cloud news posts of the year, to better understand which stories resonated most with you. Many of your favorite stories came as no surprise, as they tracked with major news, product launches, and events. But there were some sleeper hits in there too — stories whose viral success and staying power took us a bit by surprise. We also uncovered some fascinating data about the older posts that you keep coming back to, month after month, year after year (stay tuned for more on that in 2023). So, without further ado, here are the top 22 Google Cloud news stories of 2022, according to you, our readers.Here’s what to know about changes to kubectl authentication coming in GKE v1.26How Google Cloud blocked the largest Layer 7 DDoS attack at 46 million rpsProtecting customers against cryptomining threats with VM Threat Detection in Security Command CenterIntroducing the next evolution of Looker, your unified business intelligence platformEven more pi in the sky: Calculating 100 trillion digits of pi on Google CloudIntroducing AlloyDB for PostgreSQL: Free yourself from expensive, legacy databasesIntroducing Blockchain Node Engine: fully managed node-hosting for Web3 developmentIntroducing Google Public SectorGoogle + Mandiant: Transforming Security Operations and Incident ResponseRaising the bar in Security Operations: Google Acquires SiemplifyThe L’Oréal Beauty Tech Data Platform – A data story of terabytes and serverlessBuild a data mesh on Google Cloud with Dataplex, now generally availableGoogle Cloud launches new dedicated Digital Assets TeamContact Center AI reimagines the customer experience through full end-to-end platformUnveiling the 2021 Google Cloud Partner of the Year Award WinnersAutomate Public Certificates Lifecycle Management via RFC 8555 (ACME)AlloyDB for PostgreSQL under the hood: Intelligent, database-aware storageBringing together the best of both sides of BI with Looker and Data StudioSupercharge your event-driven architecture with new Cloud Functions (2nd gen)Announcing the 2022 Accelerate State of DevOps Report: A deep dive into securityMaking Cobalt Strike harder for threat actors to abuse Securing tomorrow today: Why Google now protects its internal communications from quantum threatsRecognize any of your favorites? We thought you might. See anything you missed? Now’s your chance to catch up.aside_block[StructValue([(u’title’, u’A transformative top 10′), (u’body’, <wagtail.wagtailcore.rich_text.RichText object at 0x3ee4dce80b90>), (u’btn_text’, u’Read the top 10′), (u’href’, u’https://cloud.google.com/blog/transform/top-10-digital-transformation-cloud-stories-trends-2022′), (u’image’, <GAEImage: Transform Top 10 2022>)])]Let’s take a deeper look at these top posts as they landed throughout the year. JanuaryRaising the bar in Security Operations: Google Acquires Siemplify (#10)We set off some new year’s fireworks by acquiring security operations specialist Siemplify, combining their proven security orchestration, automation and response technology with our Chronicle security analytics to build a next-generation security operations workflow.Google Cloud launches new dedicated Digital Assets Team (#13)News flash: blockchain technology has huge potential. So it was no big surprise that readers responded with gusto to the news of Google Cloud’s new Digital Assets Team, whose charter is to support customers’ needs in building, transacting, storing value, and deploying new products on blockchain-based platforms.FebruaryProtecting customers against cryptomining threats with VM Threat Detection in Security Command Center (#3)Who wants their VMs to be hijacked by hackers mining crypto? No one. To help, we added a new layer of threat detection to our Security Command Center that can help detect threats such as cryptomining malware inside virtual machines running on Google Cloud. Here’s what to know about changes to kubectl authentication coming in GKE v1.26 (#1)The open-source Kubernetes community made a big move when it decided to require that all provider-specific code that currently exists in the OSS code base be removed (starting with v1.26). We responded with a blockbuster post (the #1 post of the year, in terms of readership) that outlines how this move impacts the client side. Supercharge your event-driven architecture with new Cloud Functions (2nd gen) (#19)Developers eyeing serverless platforms responded with enthusiasm to news of our next-generation Functions-as-a-Service product, which offers more powerful infrastructure, advanced control over performance and scalability, more control around the functions runtime, and support for triggers from over 90 event sources. Build a data mesh on Google Cloud with Dataplex, now generally available (#12)Building a data mesh is hard to do. But doing so lets data teams centrally manage, monitor, and govern their data across all manner of data lakes, data warehouses, and data marts, so they can make the data available to various analytics and data science tools. With Dataplex, data teams got a new way to do just that.MarchThe L’Oréal Beauty Tech Data Platform – A data story of terabytes and serverless (#11)Serverless, event-driven architecture, cross-cloud analytics… This customer story from L’Oréal about how it built its Beauty Tech Data Platform had it all. Contact Center AI reimagines the customer experience through full end-to-end platform(#14)Customers rely on contact centers for help when they encounter urgent problems with a product or service, but contact centers often struggle to provide timely help. To bridge this gap with the power of AI, Google Cloud built Contact Center AI (CCAI) to streamline and shorten this time to value. CCAI Platform, the addition announced here, expanded this effort by introducing end-to-end call center capabilities.Automate Public Certificates Lifecycle Management via RFC 8555 (ACME) (#16)With this announcement, Google Cloud customers were able to acquire public certificates for their workloads that terminate TLS directly or for their cross-cloud and on-premises workloads using the Automatic Certificate Management Environment (ACME) protocol. This is the same standard used by Certificate Authorities to enable automatic lifecycle management of TLS certificates.AprilBringing together the best of both sides of BI with Looker and Data Studio (#18)When Google Cloud acquired Looker in 2020 for its business intelligence and analytics platform, inquiring minds instantly began asking what would become of Data Studio, Google’s existing self-serve BI solution. This blog began to answer that question.May Introducing AlloyDB for PostgreSQL: Free yourself from expensive, legacy databases (#6)Live from Shoreline at Google I/O, we made one of our largest product announcements of the year, launching a PostgreSQL database that can handle both transactional and analytical workloads, without sacrificing performance.AlloyDB for PostgreSQL under the hood: Intelligent, database-aware storage (#17)Readers couldn’t get enough about AlloyDB, piling on to learn about the inner workings of its database-aware storage (not to mention its columnar engine). June/July Even more pi in the sky: Calculating 100 trillion digits of pi on Google Cloud (#5)A follow up to a reader favorite from 2019, we broke the record (again) by calculating the most digits of pi, leaning into significant advancements in Google Cloud compute, networking and storage. Unveiling the 2021 Google Cloud Partner of the Year Award Winners (#15)Who consistently demonstrates a creative spirit, collaborative drive, and a customer-first approach? Google Cloud partners, of course! With this blog, we were proud to recognize you and to call you our partners!Introducing Google Public Sector (#8)The U.S. government had been asking for more choice in cloud vendors who could support its missions, and protect the health, safety, and security of its citizens. With the announcement of Google Public Sector, a subsidiary of Google LLC that will bring Google Cloud and Google Workspace technologies to U.S. public sector customers, we delivered.AugustHow Google Cloud blocked the largest Layer 7 DDoS attack at 46 million rps (#2)Distributed denial-of-service (DDoS) attacks have been increasing in frequency and growing in size exponentially. In this post, we described how Cloud Armor protected one Google Cloud customer from the largest DDoS attack ever recorded — an attack so large that it was like receiving all of the requests that Wikipedia receives in a day in just 10 seconds. SeptemberGoogle + Mandiant: Transforming Security Operations and Incident Response (#9)Here, we took a moment to reflect on the completion of our acquisition of threat intelligence firm Mandiant. Bringing Mandiant into the Google Cloud fold will allow us to deliver a security operations suite to help enterprises globally stay protected at every stage of the security lifecycle, and focus on eliminating entire classes of threats. Announcing the 2022 Accelerate State of DevOps Report: A deep dive into security (#20)For eight years now, DevOps professionals have pored over the results of DORA’s annual Accelerate State of DevOps Report. This year’s installment focused on the relationship between security and DevOps, using the Supply-chain Levels for Secure Artifacts (SLSA) and NIST Secure Software Development frameworks. OctoberIntroducing the next evolution of Looker, your unified business intelligence platform (#4)In April, we began to lay out our strategy for Looker and Data Studio. At Google Cloud Next ‘22, we took the next step, consolidating the two under the Looker brand umbrella, and adding important new capabilities. Introducing Blockchain Node Engine: fully managed node-hosting for Web3 development (#7)Remember how in January we said that blockchain has a lot of potential? About that. News of the fully managed Blockchain Node Engine node-hosting service took readers by storm, catapulting it to the top ten of 2022, with just over two months left in the year. November/DecemberMaking Cobalt Strike harder for threat actors to abuse (#21)Legitimate versions of Cobalt Strike are a very popular red team software tool, but older, cracked versions are often used by malicious hackers to spread malware. We made available to the security community a set of open-source YARA Rules that can be deployed to help stop the illicit use of Cobalt Strike. Securing tomorrow today: Why Google now protects its internal communications from quantum threats (#22)Google and Google Cloud have taken steps to harden our cryptographic algorithms used to protect internal communications against quantum computing threats. We explain here why we did it, and what challenges we face to achieve this type of future-proofing.That’s a wrap!Barring any last minute surprises, we’re pretty confident that what we have here is the definitive list of your favorite news stories of 2022 — you’ve got great taste. We can’t wait to see what stories inspire you in the new year. Happy holidays, and thanks for reading!
Quelle: Google Cloud Platform

Microsoft Cost Management 2022 year in review

In some ways, 2022 is what we expected out of 2021. Perhaps it’s better late than never, but the world is beginning to get back to normal—albeit a new normal where hybrid work is a default rather than an exception for many of us. In this new world, demands on our time have increased exponentially, making it more critical than ever to focus on maximizing value, return on investment, and cloud efficiencies. And that’s exactly what you saw as we doubled down on savings opportunities in 2022.

Streamlined management behind a single pane of glass

The last few years have been focused on building a new commerce platform that brings all Microsoft offers together under a single billing relationship. Microsoft Customer Agreement really puts you in control with consolidated invoicing that you can customize and split to meet your needs. 2022 continued down this path by expanding support to an even broader audience.

Perhaps the most notable change was the major shift you saw as Azure Cost Management expanded coverage to Microsoft 365, Dynamics 365, and more in January. At the same time, Cost Management was made available directly within the Microsoft 365 admin center, giving you more freedom to view costs where you are. Then, in May, Azure Cost Management was rebranded to Microsoft Cost Management to align with our vision of a single cost management experience across all your commercial products and services.

While Cost Management expanded to a new portal, Enterprise Agreement billing account management took the next step towards consolidating into the Azure portal in March.

Going back to Microsoft Customer Agreement, in May, organizations with billing accounts spread across multiple tenants can now link and centrally manage these accounts from a single tenant. You also saw new licensing benefits that make bringing workloads and licenses to partners’ clouds easier for Cloud Solution Provider partners in October.

A few of the things we didn’t announce, but some of you may have noticed include invoice details improvements in the portal, a streamlined support experience for refunds, transitioning education accounts to Microsoft Customer Agreement (which comes with Cost Management support), and a faster usage pipeline to get cost details to you faster than ever before.

What's next?

Looking at 2022, expect to see more organizations transitioning to Microsoft Customer Agreement, new Microsoft 365 offers covered by Cost Management, more Cost Management capabilities in the Microsoft 365 admin center, and further consolidation of Enterprise Agreement billing account management capabilities in the Azure portal for partners. You'll also see continued rollout of the faster usage pipeline to more accounts, which will be available for Microsoft Customer Agreement accounts first, then Enterprise Agreement accounts later in the year. We're very excited to get these into your hands and hear what you'd like to see next.

Rich cost reporting and analytics

I’ve talked about how the Cost analysis preview is the future of analytics and insights in Cost Management. 2022 introduced many improvements that show you where we’re headed with Cost analysis. It started with multitasking in January, showing how you’ll be able to investigate multiple perspectives of your data simultaneously, speeding up investigation times. Then you saw the next evolution of smart insights with the anomaly detection preview in February and cost savings insights in September. Going back to April, you saw summarized totals that give you an at-a-glance view of your total and average cost as they compare to your budget and building on that, you saw a callout for the change since the previous period in November. You also saw improvements around how resources are grouped in the Resources view, making it easier than ever to quickly review your costs by grouping child resources like Microsoft Azure SQL databases in May and enabling you to group resources your own way with the cm-resource-parent tag in October. And if that wasn’t enough, you may have noticed performance and reliability improvements in the underlying APIs as well as a few more preview features available in Cost Management Labs today that are coming soon.

For those interested in automation and integration with our APIs, you might be interested in downloading your Azure prices as a ZIP file in April or the new Cost Details API in July. I would especially encourage those using the old Usage Details or consumption APIs to take a hard look at the Cost Details API. Those APIs will be deprecated, so it’s important to get switched over to the new, more scalable API.

And for those on the go, you can now view your cost in the Azure mobile app as of June. You can see your current and forecasted cost for the month and check any budgets you have setup on your subscriptions and resource groups.

What's next?

2023 will see the general availability of the Cost analysis preview. That’ll start with a series of navigation updates that help you pick which cost view you want to start on followed by improvements to help you visualize and drill into costs. Classic cost analysis will remain available as we bring rich filtering and customization to the Cost analysis preview. Our goal is to bring each of those capabilities in better than they were before, including more built-in cost views that help you do more than you can today.

When it comes to automation and integration, expect to see continued evolution of scheduled exports ranging from support for storage accounts behind a firewall and overwriting files for current month exports instead of generating new files every day to more data sets becoming available for exports, like price sheets, and new guidance and templates to help you better manage data at scale on top of your exports.

On top of all this, you’ll also continue to see latency, performance, reliability, and usability improvements throughout the year. Our ultimate goal is to bring the time it takes cost data to make it to you in either APIs or portal experiences down to one to two hours.

Flexible cost control that puts the power in your hands

When it comes to cost governance and driving accountability throughout a large organization, tags are critical. And with that, I want to start by calling out the tag inheritance preview from November. This is a very powerful tool that allows you to apply your subscription and resource group tags down to the cost data of your resources. You’ll see the applied tags both in Cost analysis in the portal as well as any data you pull via APIs or exports. Note that Cost Management tag inheritance works differently than Azure Policy: Tags are not applied to the resources themselves—tags are only available in cost data—and inherited tags are applied to resources that don’t include tags in their cost data today.

As for alerts, you saw anomaly alerts configurable in the Azure portal in May followed by the Scheduled Actions API to configure anomaly and scheduled alerts programmatically in June. Also in June, you saw budgets now support action groups common alert schema. Then in September, you saw the addition of budgets in the Azure mobile app, which I mentioned earlier. We haven’t fully rolled it out yet, but some of you are also getting faster budget alerts, which we mentioned were in progress.

What's next?

Insights and alerts are a big area of discussion for us lately as we plan out the next set of changes to expand anomaly detection, identify new insights you might find useful, and add more options for cost alerts, including the full rollout of faster budget alerts, which come with a goal of alerting you within two hours of going over your budget. First up on this list is reservation utilization alerts, followed by resource group anomaly detection, but stay tuned as we continue to flesh out these plans.

New ways to save and do more with less

As you heard in many of the keynotes and sessions at Microsoft Ignite this year, cost optimization is a major focus for us at Microsoft. I’m going to start with the biggest announcement in this space, which was the release of Azure savings plans in October. Savings plans are a commitment-based discount that help you reduce your costs by committing to consistent usage over one or three years. The one-liner is that they’re like a more flexible version of reservations, except based on cost instead of usage quantity. Of course, there’s a lot more to that story, so I encourage you to learn more. But while I’m on the subject of commitment-based discounts, I should also mention the availability of reservations for Azure Cache for Redis in August, Azure Backup Storage in September, VM software reservations in November, and a new on-demand capacity reservation type for virtual machines and Azure Site Recovery in March and AKS in April.

You saw Azure Advisor improvements like filtering cost recommendations by tag in July, cost savings insights in Cost analysis in September, Advisor Score general availability in October, and new cost recommendations for virtual machine scale sets in November.

Throughout the year, you saw several blog posts focused on helping you learn how to drive efficiency across the different services you use:

Rightsize to maximize your cloud investment in January.
Save big by using your on-premises licenses in January.
Unlock cloud savings on the fly with autoscale in April.
How to choose the right Azure services for your applications—It’s not A or B in July.
What is desktop as a service (DaaS) and how can it help your organization? in July.
Migrate and modernize with Azure to power innovation across the entire digital estate in July.
5 steps to prepare developers for cloud modernization in August.
SQL Server discovery and assessment with Azure Migrate in September.
Drive efficiency through automation and AI in October.

And lastly, here's a summary of the services you saw new cost-saving opportunities for in 2022:

General

Azure reduced prices in US West 3 in August and expanded to Qatar in September and Sweden in November.
Microsoft Teams Premium in October.

AI and machine learning

Machine Learning added auto-shutdown for idle compute instances in September.

Analytics

Stream Analytics increased the size of jobs and clusters and added autoscaling for jobs in May and expanded to 10 new regions in March; China East 3, China North 3, US DoD East, and US DoD Texas in July; and Qatar in October.
Azure Databricks added Serverless SQL support in August and expanded to Sweden Central and West Central US in June and West US 3 in August.

Compute

Virtual machines reduced prices for DCsv2/DCsv3 in January and then expansion to Switzerland and West US in April and Australia East, Japan East, South Central US, and Southeast Asia in May; added the ability to auto-delete associated resources and added disk bursting in February; introduced the Ebsv5 SKU in April and expanded to 13 additional regions in May, introduced the DCsv3/DCdsv3 SKU in May, NC A100 v4 in June, NVads A10 v5 in July, and HX and HBv4 in November; and upgraded HBv3 VMs in March.
RedHat Enterprise Linux (RHEL) and SUSE Linux Enterprise Server (SLES) improved their Azure Hybrid Benefit support in February.
Virtual machine scale sets added support for both standard and Spot VMs in the same scale set in October.
Azure Batch added support for spot VMs in March.
Azure VMWare Solution expanded to Sweden Central in August and introduced the AV36P and AV52 SKUs in November.

Containers

Azure Kubernetes Service (AKS) added scale-down mode in April; support for Azure Dedicated Host, node pool user start/stop, and the DCav5/ECav5 SKU in August; and Azure Hybrid Benefit in October.

Databases

Azure SQL Database Hyperscale released the general availability of named replicas in June.
SQL virtual machines released the general availability of best practices assessment.
Azure Database for MySQL Flexible Server expanded to US Gov Virginia and China East 2 and China North 2 in March and added support for B-series VMs in April.
Azure Database for PostgreSQL Flexible Server added support for more high availability regions and expanded to US Gov Virginia and US Gov Arizona in March and China North 3 and China East 3 in November.
Cosmos DB lowered the autoscale RU/s requirement in April; features for scalable, cost-effective application development in May; and increased the serverless container storage limit, improved the Try Azure for free experience, and added a 16MB limit per document in API for MongoDB in June.

Developer tools

App Configuration added geo replication support in August.

Hybrid and multicloud

Azure Arc added support for SQL Managed Instance Business Critical in May and expanded support for South Africa North and China East 2 and China North 2 in August.
Azure Stack HCI added support for Windows Server guest licensing offer in April and Azure Hybrid Benefit in October.

Management

Application Insights expanded to China North 3 and China East 3 in August.
Log Analytics expanded to China North 3 and China East 3 in August.
Azure Monitor configure high-volume verbose logs tables as basic logs and reduce the cost.
Azure Backup added support for zone-redundant storage in October.

Networking

Azure Load Balancer introduced Gateway Load Balancer in July.
Azure Firewall introduced a Basic tier in October.
Virtual network IP services made IPv6 offers free in July.
Network Watcher expanded support for hybrid networks in October.

Security

Azure Key Vault increased service limits in January.

Storage

Azure Storage added the ability to create an additional 5000 storage accounts per subscription in June and Premium SSD v2 disk storage in October.
Azure Archive Storage expanded to Switzerland North in April.
Azure NetApp Files expanded to Australia Central 2 in February and added backup support in Southeast Asia and UK South in September.

Web

Azure SignalR introduced a Premium tier in March.

What's next?

As usual, you'll see more of the same types of cost optimization opportunities throughout 2022. We'll also continue to partner with service teams to help them deliver cost recommendations and find new ways to help you save more on your existing workloads.

Making it easier to learn and use Cost Management and Billing

We're constantly on the lookout for ways to make Cost Management easier to learn and use. From ratings and reviews in the portal to user research, like the numerous surveys and research interviews we shared in 2022, and many, many conversations with you all—your feedback is critical.

With 21 previews throughout the year, it's hard to pick favorites, but I’d love to ask each of you to check out the latest changes in the Cost analysis preview, given those are planned to be rolled out soon.

There were also many videos and documentation updates from us, our partners, and the community. It's truly amazing to see how important cost visibility, accountability, and optimization are for everyone from early learners to the largest organizations. We covered 16 videos and 45 of the main documentation updates, but that barely scratches the surface of all the great learning content out there.

What's next?

As always, you can expect to see more of the same in 2023: Continued dedication to ease of use through early access to previews and experimentation and further improvements to documentation to facilitate your learning. We’re still finalizing a few aspects of what’s coming in this area, but I’ll leave you with one takeaway: We are absolutely dedicated to evolving and sharing proven FinOps practices—from native capabilities within our platform and tools to guidance that helps you make the right decisions on how to best manage your costs to broader alignment across the industry, making it easier than ever to align people and implement proven practices, regardless of the tools you use.

Looking forward to another year

With all the things that happened in 2022, we couldn't list everything here. Check out and subscribe to the Microsoft Cost Management monthly updates for the latest news.

We look forward to hearing your feedback as new and updated capabilities become available. And if you're interested in the latest features, before they're available to everyone, check out Cost Management Labs and don’t hesitate to reach out with any feedback. Cost Management Labs gives you a direct line to the Microsoft Cost Management engineering team and is the best way to influence and make an immediate impact on features being actively developed and tuned for you.

Follow Microsoft Cost Management on Twitter and subscribe to the YouTube channel for updates, tips, and tricks! And, as always, share your ideas and vote up others in the Cost Management feedback forum.

Best wishes from the Microsoft Cost Management team.
Quelle: Azure