Unlock the Power of Microsoft Azure: Batch AI, Durable Functions, and More!

Unlock the Power of Microsoft Azure: Batch AI, Durable Functions, and More!

Table of Contents

1. Introduction
2. Batch AI: The new service for deep learning and machine learning models
3. How Batch AI works
4. Creating an Azure File Share
5. Setting up a Batch AI Cluster
6. Creating a Batch AI Job
7. Monitoring and managing Batch AI jobs
8. Visual Studio 2017 and Service Fabric Tools 2.0
9. Durable Functions: Long-running stateful workflows in code
10. Azure Database for PostgreSQL and MySQL: Public Preview
11. Azure File Share Snapshots
12. Azure Management Libraries for .NET: Version 1.3 and new features

Introduction

In this article, we will explore the latest news and updates about Microsoft Azure. From new services to improved functionalities, we will dive deep into the various features that Azure has to offer. Whether You are interested in deep learning and machine learning models, containerization, or managing your database, this article has it all. Join us as we uncover the exciting world of Azure and discover how it can benefit your business.

Batch AI: The new service for deep learning and machine learning models

Azure Batch AI is a revolutionary service that enables users to train and test deep learning and machine learning models using managed clusters of GPUs. With Batch AI, you can provision clusters on-demand, install software using containers or scripts, utilize automated scaling, reduce costs with low priority virtual machines, and use shared storage volumes for training and output data. In this section, we will explore the capabilities of Batch AI and learn how to get started with this powerful service.

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Visual Studio 2017 and Service Fabric Tools 2.0

Microsoft has recently released Visual Studio 2017 with new features and enhancements. This includes the introduction of new .NET Core 2.0 project templates, making it easier than ever to Create reliable services for stateless services, stateful services, and ASP.NET Core services. Additionally, Visual Studio 2017 now supports containerizing .NET Framework projects and running them on Service Fabric. This means that any .NET Framework console application or ASP.NET application can be transformed into a containerized service with just a few clicks. In this section, we will explore the new features in Visual Studio 2017 and demonstrate how to containerize your .NET Framework applications.

Durable Functions: Long-running stateful workflows in code

Durable Functions is an exciting extension of Azure Functions and Azure WebJobs that allows you to create long-running stateful workflows in code. By introducing the concept of an orchestrator function, Durable Functions simplifies the coordination of other functions within your workflow. For example, if you have a process that requires multiple functions to execute in a specific order, you can use an orchestrator function to call each function sequentially, passing data from one function to the next. This opens up a wide range of possibilities, including function chaining, fan-in/fan-out Patterns, and the ability to write functions with durable timers. In this section, we will explore the power of Durable Functions and showcase various use cases.

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Azure Database for PostgreSQL and MySQL: Public Preview

Azure Database for PostgreSQL and Azure Database for MySQL are two fully managed database services provided by Microsoft Azure. These services are now available in the Azure Canada Central East and Brazil South regions, expanding their reach and availability. With Azure Database for PostgreSQL and MySQL, you can easily deploy and Scale your databases, ensuring high performance and reliability. In this section, we will discuss the features and benefits of these services and demonstrate how to get started with Azure Database for PostgreSQL and MySQL.

Azure File Share Snapshots

Azure File Share Snapshots provide a convenient way to store Read-only versions of file shares, allowing you to access older versions of files or folders. This feature is particularly useful for Windows users who are familiar with the Previous Versions feature. By utilizing Azure File Share Snapshots, you can easily restore files or folders that may have been accidentally modified or deleted. In this section, we will explore how to create and manage snapshots using the Azure portal and demonstrate how to restore files from snapshots.

Azure Management Libraries for .NET: Version 1.3 and new features

The Azure Management Libraries for .NET have been updated to version 1.3, introducing several new features and enhancements. With this update, developers now have support for virtual network peering, sites-to-site connections for virtual private networks, and the ability to create Azure Container Instances. Additionally, this update includes a preview of availability zone support, allowing users to create virtual machines and virtual machine scale sets in availability zones. In this section, we will Delve into the new features of the Azure Management Libraries for .NET and demonstrate how to leverage them in your applications.

Highlights:

• Explore the latest news and updates about Microsoft Azure
• Discover the power of Batch AI for deep learning and machine learning models
• Containerize .NET Framework applications using Visual Studio 2017 and Service Fabric Tools 2.0
• Unlock the potential of Durable Functions for long-running workflows
• Experience the benefits of Azure Database for PostgreSQL and MySQL
• Easily restore files and folders using Azure File Share Snapshots
• Leverage the new features of Azure Management Libraries for .NET

FAQ:

Q: What is Microsoft Azure? A: Microsoft Azure is a cloud computing platform and service provided by Microsoft. It offers a wide range of tools and services for building, deploying, and managing applications and services through Microsoft-managed data centers.

Q: What is Batch AI? A: Batch AI is a service offered by Microsoft Azure that helps users train and test deep learning and machine learning models using managed clusters of GPUs. It provides features such as on-demand provisioning, automated scaling, and shared storage volumes for data.

Q: How does Durable Functions work? A: Durable Functions is an extension of Azure Functions that allows users to create long-running stateful workflows in code. It introduces an orchestrator function that simplifies the coordination of other functions, enabling sequential execution and data passing between functions.

Q: What are Azure Database for PostgreSQL and MySQL? A: Azure Database for PostgreSQL and MySQL are fully managed database services provided by Microsoft Azure. They allow users to deploy and scale their databases with ease, ensuring high performance and reliability.

Q: How can I restore files using Azure File Share Snapshots? A: Azure File Share Snapshots provide a read-only version of a file share at a specific point in time. Users can browse and restore files or folders from previous versions using the Azure portal.

Q: What are the new features of the Azure Management Libraries for .NET? A: The Azure Management Libraries for .NET version 1.3 includes support for virtual network peering, sites-to-site connections, Azure Container Instances, and a preview of availability zone support for virtual machines and virtual machine scale sets.