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Intelligent Automation with VMware

Intelligent Automation with VMware

By : Kundan
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Intelligent Automation with VMware

Intelligent Automation with VMware

5 (2)
By: Kundan

Overview of this book

This book presents an introductory perspective on how machine learning plays an important role in a VMware environment. It offers a basic understanding of how to leverage machine learning primitives, along with a deeper look into integration with the VMware tools used for automation today. This book begins by highlighting how VMware addresses business issues related to its workforce, customers, and partners with emerging technologies such as machine learning to create new, intelligence-driven, end user experiences. You will learn how to apply machine learning techniques incorporated in VMware solutions for data center operations. You will go through management toolsets with a focus on machine learning techniques. At the end of the book, you will learn how the new vSphere Scale-Out edition can be used to ensure that HPC, big data performance, and other requirements can be met (either through development or by fine-tuning guidelines) with mainstream products.
Table of Contents (19 chapters)
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Section 1: VMware Approach with ML Technology
7
Section 2: ML Use Cases with VMware Solutions
13
Section 3: Dealing with Big Data, HPC , IoT, and Coud Application Scalability through ML

Proactive Measures with vSAN Advanced Analytics

This chapter will brief you on virtual storage area network (vSAN) design recommendations, as well as all of the monitoring options through which your customers can assess, recommend, and design their environment. This will help them achieve different business objectives by automating their operations with smart policies.

We will learn to configure policy-based operations as per ML algorithms and we'll learn how the end user experience is improved by the proactive resolving of customer issues. We'll also learn to optimize a hyperconverged infrastructure (HCI) to achieve customer business objectives.

 The following topics will be covered in this chapter:

  • Application scalability on vSAN
  • Intelligent monitoring
  • High availability (HA) configuration in stretched clusters
  • vSAN policy design with Storage Policy...
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