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


We can choose from various kinds of cloud-based offerings, including SaaS and IaaS. Machine Learning as a Service (MLaaS) is one of the latest innovations in the IT industry. ML deployment basically needs huge amounts of data and advanced users who can investigate patterns from the data volumes. The ML algorithm is always a hit-and-miss scenario. MLaaS will play a crucial role in AI adoption as it'll help developers and businesses reap the benefits of ML features. It will assist in embedding AI in business apps and enable organizations to use data in better ways to achieve their business objectives.

VMware SDDC products and approaches can be utilized to automate various services, and not just for the VMware-offered products but even for third-party tools. The entire process of provisioning and de-provisioning services using vRealize products can be automated along with vRealize Orchestrator, vRealize Log Insight, and NSX on top of vSphere hypervisor.

The next chapter, Chapter 8Machine...