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Extreme programming meets systematic testing using Coyote 

Our world is increasingly reliant on cloud services that are expected to have high availability and handle high throughput with minimal latency. These services are also expected to be resilient and reliable in the presence of internal and external failures, while maintaining a high quality bar in the presence of continuous evolution and change. This...Read more
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Announcing Azure Functions extension for Dapr 

We’re excited to announce a new extension for Azure Functions that lets a function seamlessly interact with Dapr for building cloud-native applications. Azure Functions provides an event-driven programming model and Dapr provides a set of essential cloud-native building blocks. With this new extension, you can now bring both together for serverless and event-driven apps that...Read more
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Hyperspace, an indexing subsystem for Apache Spark™, is now open source 

  • Rahul Potharaju bio picture
    By Rahul PotharajuPrincipal Engineering Manager, Microsoft Azure Data Group
For Microsoft’s internal teams and external customers, we store datasets that span from a few GBs to 100s of PBs in our data lake. The scope of analytics on these datasets ranges from traditional batch-style queries (e.g., OLAP) to explorative ”finding the needle in a haystack” type of queries (e.g., point-lookups, summarization). Resorting to linear...Read more
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Announcing Azure Service Operator for Kubernetes 

Today, we’re announcing Azure Service Operator―an open source project we’ve been working on in collaboration with a handful of customers to expose several Microsoft Azure services as Kubernetes operators. As we’ve seen Kubernetes adoption grow exponentially, we’ve also seen an increasing desire from customers to manage their resources exclusively through the Kubernetes control plane. Kubernetes...Read more
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What’s new in SandDance 3 

  • Dan Marshall holds up the metal parts that he designed
    By Dan MarshallPrincipal Research Software Development Engineer
SandDance, the open source data visualization tool from Microsoft Research, is launching several new features in version 3. Facets on all chart types We’ve added much more control to faceted data. All chart types now have the Facet By column feature. When a Facet By column contains quantitative data, you can specify the number of...Read more
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See you at camp…virtual Cloud Native Camp that is! 

Join us next Tuesday, June 23, for Camp Cloud Native! Previously known as Cloud Native eParty, the free live virtual event is focused on the cloud native ecosystem, with a focus on education and fun! The 12-hour event will span from 5am PT to 5pm PT. Check out the full schedule here. In addition to...Read more
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Announcing the Azure DevOps Provider for Terraform 

On behalf of HashiCorp and Microsoft, I am excited to announce the release of Azure DevOps Provider 0.0.1 for Terraform. With this provider, you will be able to manage Azure DevOps resources like projects, CI/CD pipelines, and build policies through Terraform. Many of our customers have been moving towards Infrastructure as Code (IaC) tools such...Read more
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The Open Application Model reaches a new milestone with v1Alpha2 and Crossplane 

In March of this year, the Open Application Model (OAM) specification reached the second draft milestone of the spec, dubbed v1Alpha2. This draft was a collaborative effort with the OAM community and the community behind Crossplane—a forward-thinking open source project that enables you to use the Kubernetes API to provision and manage cloud infrastructure, services,...Read more
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Announcing cloud-native workflows using Dapr and Logic Apps 

The Distributed Application Runtime (Dapr) project is growing rapidly are we’re grateful for all the community support and customer feedback. While working with customers building business applications, we find that one of the most frequent needs is the ability to schedule, automate, and orchestrate business processes. This is often called a business workflow. Workflows also...Read more
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Announcing accelerated training with ONNX Runtime—train models up to 45% faster 

  • Manash Goswami
    By Manash GoswamiPrincipal Program Manager, Machine Learning Platform
ONNX Runtime is an open source project that is designed to accelerate machine learning across a wide range of frameworks, operating systems, and hardware platforms. It is used extensively in Microsoft products, like Office 365 and Bing, delivering over 20 billion inferences every day and up to 17 times faster inferencing. Today we are introducing...Read more
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Introducing the new differential privacy platform from Microsoft and Harvard’s OpenDP 

The code for a new open source differential privacy platform is now live on GitHub. The project is jointly developed by Microsoft and Harvard’s Institute for Quantitative Social Science (IQSS) and the School of Engineering and Applied Sciences (SEAS) as part of the OpenDP initiative. We’ve released the code to give developers around the world...Read more
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Scaling Kubernetes: Intro to Kubernetes-based event-driven autoscaling (KEDA) 

A Kubernetes cluster requires compute resources to run applications and these resources may need to increase or decrease depending on the application requirements. This typically falls under the category of “scaling” and can be broadly divided into cluster and application scaling. To deal with increasing requirements, such as high traffic, you can scale out your...Read more
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