Thomas Maurer joins Scott Hanselman to show how developers can be more collaborative in developing, deploying, and managing applications across multiple environments and clouds. Build and deploy a truly consistent app experience everywhere in your hybrid cloud using your existing DevOps pipelines, Kubernetes manifests, and Helm Charts – as well as your choice of tools. Azure Arc is integrated with GitHub, Azure Monitor, Security Center, Update and more.Azure Architecture - Hybrid categoryAzure Arc overviewHybrid and multicloud solutionsManage hybrid infrastructure with Azure Arc learning pathCreate a free account (Azure)
When your private virtual networks in Azure need to talk to the Internet, a network translation is needed for your applications to talk to endpoints on the Internet. Christian Kuhtz joins Scott Hanselman to show how it works and why Azure NAT Gateway is the best and most scalable way to do Source Network Address Translation (SNAT).What is Virtual Network NAT?Designing virtual networks with NAT gateway resourcesVirtual Network pricing (NAT Gateway)Troubleshoot Azure Virtual Network NAT connectivityAzure Virtual Network NAT metricsCreate a free account (Azure)
Getting started with IoT devices is not trivial. It usually involves lots of tooling, complex connectivity, and more. Ryan Winter from the Azure IoT Developers and Devices team is creating Getting Started Guide that will walk you through connecting a new device to Azure IoT using the Azure RTOS, and the Azure RTOS IoT middleware in under 30 minutes. Ryan will even demo one of these guides and will build Azure RTOS on an STMicroelectronics Discovery Kit and connect it to Azure IoT Central in about 5 minutes!Check out all the Getting Started Guide at https://aka.ms/gsg
Azure for Operators - Maximize the Value of the Edge
Azure for Operators - Deploying and Optimizing Networks
Azure for Operators - Maximize Existing Investments While Minimizing OPEX
Azure App Service hosts millions of apps, serves trillions of requests per day, and has an SLA of 99.95%. But what should you do when your app has issues in production? Byron Tardif joins Scott Hanselman to discuss some operational best practices for running your web apps on Azure App Service.Tutorial: Troubleshoot an App Service app with Azure MonitorAzure App Service deployment slotsAzure App Service monitoringAzure App ServiceAZ-400: Develop a Site Reliability Engineering (SRE) strategyCreate a free account (Azure)
Ye Gu joins Scott Hanselman to discuss Azure Cache for Redis, a popular open-source in-memory data store that uses DRAM to store the most frequently used or time-sensitive data for fast retrieval. With it, you can create applications on Azure that handle millions of requests per second at down to sub-millisecond latency. Now, Azure Cache for Redis is becoming even more powerful through the integration of Redis Enterprise in partnership with Redis Labs.Meeting developer needs with powerful new features in Azure Cache for RedisAzure Cache for RedisQuickstart: Create an Enterprise tier cache (preview)How to Improve Your Azure SQL Performance by up to 800%Optimize your web applications by caching read-only data with RedisCreate a free account (Azure)
In this talk, Maxim Lukiyanov, a product manager at Microsoft's Azure AI Platform, described improvements within the Windows platform support made in PyTorch version 1.7. Maxim also demo the new capability now available on PyTorch on Windows: training Deep Learning Neural Networks using distributed data parallel training.
In this talk, Yuxiong He, partner research manager at Microsoft, presented DeepSpeed, an open-source deep learning training optimization library compatible with PyTorch. DeepSpeed introduces system and algorithmic innovations, such as ZeRO, 3D parallelism, 1-bit Adam, etc. It vastly advances large model training by improving scale, speed, cost, and usability, while democratizing it for everyone in need.
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