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Intelligent Automation with VMware

Intelligent Automation with VMware

By : Kundan
5 (2)
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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

Summary

There is a new IT approach called cloud-native behind this digitalization trend, which is one of the driving forces of business digitalization. The cloud-native methodology allows enterprises to greatly increase developer productivity, allowing them to deliver new apps and services to the market much more quickly than before; they can therefore improve customer experience and satisfaction. If adopted successfully, the cloud-native methodology can also help to cut operations and infrastructure costs, as well as to enhance app security. 

In the next chapter, Chapter 14, High Performance Computing for Machine Learning, you will learn about the specific aspects of virtualization that can enhance the productivity of a high-performance computing (HPC) environment. We will explore the capabilities which are enabled by VMware vSphere to meet the requirements for researching...

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