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


vRealize tools can automatically correlate all IT data and events into a unified view with a complete picture of the IT environment, and use predictive analytics to help customers to improve performance and avoid disruption by enabling them to proactively identify and remediate issues before they affect the business. Customers can monitor performance, optimize their infrastructure capacity, and perform log analytics while getting comprehensive visibility into their applications and infrastructure in a single solution.

vRealize Operations Insight provides an on-ramp to the SDDC by helping customers to prepare for storage and network virtualization with management tools that are designed with the SDDC in mind. With vRealize Suite, virtualization customers have one solution to do it all, including vSphere, container management and compliance, log analytics, storage and network visibility, application dependency mapping, and OS monitoring. 

In the next chapter, Chapter 5, Intent-Based...