https://azure.microsoft.com/blog/mlops-blog-series-part-3-testing-scalability-of-secure-machine-learning-systems-using-mlops/The capacity of a system to adjust to changes by adding or removing resources to meet demand is known as scalability. Here are some tests to check the scalability of your model. System testing System tests are carried out toRead More

https://azure.microsoft.com/blog/microsoft-cost-management-updates-june-2022/Whether you're a new student, a thriving startup, or the largest enterprise, you have financial constraints, and you need to know what you're spending, where, and how to plan for the future. Nobody wants a surprise when it comes toRead More

https://azure.microsoft.com/blog/azure-orbital-ground-station-as-service-extends-life-and-reduces-costs-for-satellite-operators/ How can Microsoft empower satellite operators to focus on their mission and enable them to continue the operation of their satellites, without making capital investments in their ground infrastructure? To answer that question, Microsoft worked alongside the National OceanicRead More

https://azure.microsoft.com/blog/mlops-blog-series-part-2-testing-robustness-of-secure-machine-learning-systems-using-machine-learning-ops/Robustness is the ability of a closed-loop system to tolerate perturbations or anomalies while system parameters are varied over a wide range. There are three essential tests to ensure that the machine learning system is robust in the production environments:Read More

https://azure.microsoft.com/blog/see-how-3-industryleading-companies-are-driving-innovation-in-a-new-episode-of-inside-azure-for-it/I had the awesome opportunity to talk with a few people innovating with some of the most exciting next-generation tech in our latest episode of the Inside Azure for IT fireside chat series. Many of us, myself included, spend a lotRead More

https://azure.microsoft.com/blog/supporting-openehr-with-azure-health-data-services/This blog post is co-authored by Trent Norris, Cloud and Data Partner Alliances, HLS. This blog is part of a series in collaboration with our partners and customers leveraging the newly announced Azure Health Data Services. Azure Health Data Services,Read More

https://azure.microsoft.com/blog/achieve-seamless-observability-with-dynatrace-for-azure/This blog post has been co-authored by Manju Ramanathpura, Principal Group PM, Azure DevEx & Partner Ecosystem. As adoption of public cloud grows by leaps and bounds, organizations want to leverage software and services that they love and are familiarRead More

https://azure.microsoft.com/blog/learn-what-s-new-in-azure-firewall/This post was co-authored by Suren Jamiyanaa, Program Manager 2, Azure Networking. We continue to be amazed by the adoption, interest, positive feedback, and the breadth of use cases customers are finding for our service. Today, we are happy toRead More

https://azure.microsoft.com/blog/find-the-clarity-and-guidance-you-need-to-realize-cloud-value/A modernized cloud workload offers significant benefits—including cost savings, optimized security and management, and opportunities for ongoing innovation. But the process of migrating and modernizing workloads can be challenging. That’s why it’s essential to prepare and plan ahead—and to ensureRead More

https://azure.microsoft.com/blog/improve-outbound-connectivity-with-azure-virtual-network-nat/For many customers, making outbound connections to the internet from their virtual networks is a fundamental requirement of their Azure solution architectures. Factors such as security, resiliency, and scalability are important to consider when designing how outbound connectivity will workRead More