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


Digital transformation has the potential to revolutionize the way that governments connect with citizens/constituents, protect sensitive information, and achieve the organization's mission. Yet revolutionizing the business of the government is a complex task. Primary obstacles include siloed legacy systems, applications, and processes; funding and talent shortages; complex procurement processes; and cultural dissonance. Despite these universal challenges, government leaders recognize that digital transformation is necessary to serve the public in the digital age. VMware AppDefense helps to strengthen data security across infrastructure and endpoints, protecting sensitive citizen data and privacy by reducing cybersecurity risks. 

In the next chapter, Chapter 6ML-Based Intelligent Log Management, you will learn about how vRealize tools can automatically correlate all IT data and events into a unified view with a complete picture of the IT environment, and you will use analytics to...