Intelligent Automation with VMware: Apply machine learning techniques to VMware virtualization and networking

Ajit Pratap Kundan

mar 2019 · Packt Publishing Ltd

Acerca de este libro electrónico

Use self-driven data centers to reduce management complexity by deploying Infrastructure as Code to gain value from investments.Key FeaturesAdd smart capabilities in VMware Workspace ONE to deliver customer insights and improve overall securityOptimize your HPC and big data infrastructure with the help of machine learningAutomate your VMware data center operations with machine learningBook Description

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.

What you will learnOrchestrate on-demand deployments based on defined policiesAutomate away common problems and make life easier by reducing errors Deliver services to end users rather than to virtual machinesReduce rework in a multi-layered scalable manner in any cloudExplore the centralized life cycle management of hybrid cloudsUse common code so you can run it across any cloud Who this book is for

This book is intended for those planning, designing, and implementing the virtualization/cloud components of the Software-Defined Data Center foundational infrastructure. It helps users to put intelligence in their automation tasks to get self driving data center. It is assumed that the reader has knowledge of, and some familiarity with, virtualization concepts and related topics, including storage, security, and networking.

Acerca del autor

Ajit Pratap Kundan stands at the leading edge of the most innovative cloud technology in the world. He has helped position VMware as a leader in the private cloud area in relation to his federal government customers through an SDDC approach. An innovative techy with 18+ years of industry experience, he has promoted technologies to his government and defense customers. Ajit is a valued writer on cloud technologies and has authored one book, VMware Cross Cloud Architecture, published by Packt. He currently resides in Delhi, India, with his wife, Archana, and their two sons, Aaradhya and Akshansh.