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

Kundan, Ajit Pratap

Couverture souple

ISBN 10 : 1789802164 ISBN 13 : 9781789802160

Editeur : Packt Publishing, 2019

Synopsis

Use self-driven data centers to reduce management complexity by deploying Infrastructure as Code to gain value from investments.

Key Features

• Add smart capabilities in VMware Workspace ONE to deliver customer insights and improve overall security
• Optimize your HPC and big data infrastructure with the help of machine learning
• Automate your VMware data center operations with machine learning

Book 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 learn

• Orchestrate on-demand deployments based on defined policies
• Automate away common problems and make life easier by reducing errors
• Deliver services to end users rather than to virtual machines
• Reduce rework in a multi-layered scalable manner in any cloud
• Explore the centralized life cycle management of hybrid clouds
• Use 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.

Table of Contents

1. Machine Learning Capabilities with vSphere 6.7
2. Proactive Measures with vSAN Advanced Analytics
3. Security with Workspace ONE Intelligence
4. Proactive Operations with VMware vRealize Suite
5. Intent-Based Manifest with AppDefense
6. ML-Based Intelligent Log Management
7. ML as a Service in the Cloud
8. ML-Based Rule Engine with Skyline
9. DevOps with vRealize Code Stream
10. Transforming VMware IT Operations Using ML
11. Network Transformation with IoT
12. Virtualizing Big Data on vSphere
13. Cloud Application Scaling
14. High-Performance Computing

A propos du livre

À propos de l?auteur

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.

Détails de l'édition

• Éditeur: Packt Publishing
• Date d'édition: 2019
• Langue: anglais
• ISBN 10: 1789802164
• ISBN 13: 9781789802160
• Reliure: Broché
• Nombre de pages: 344
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible