Book Image

Intelligent Automation with VMware

By : Ajit Pratap Kundan
Book Image

Intelligent Automation with VMware

By: Ajit Pratap 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 (20 chapters)
Title Page
About Packt
Contributors
Preface
Index

Summary


In this chapter, we discussed the specific features of virtualization that enhance the outcome of an HPC environment. We focused on unique features above and beyond a generic virtualization platform and looked at how virtualization addresses an improved scientific productivity. The impact of virtualization on the runtime of a particular simulation or calculation may have different results, but the overall performance of a compute deployment has optimum throughput.

This book will help you to align the operational goals of your customers with their business objectives. Readers will learn how IT organizations can achieve both operational and business goals by providing a secure and flexible digital foundation to their businesses by addressing the key business issues. They will learn how VMware products help customers to deliver consistent and stable IT performance to the business. VMware recommend leveraging hyper-converged, virtualized resources in a solution that works out of the box...