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

vRealize Code Stream


vRealize Application Services is about modeling an application and automating its provisioning. vRCS is about modeling an application release process. The two are complementary: Code Stream relies on integrations with virtual reality as a service (vRAAS), scripts, Puppet, and so on to deploy code. Code Stream allows us to codify or model the entire release process and promotion of builds across stages and/or environments (functional testing, load testing, systems integration testing, staging, and finally production). This includes not just triggering application deployment (via scripts or other tools) but triggering tests and looking at test results before deciding to promote a build to the next stage.

It also supports creating manual tasks in a stage for operations that are not automated today. It's really a process orchestration tool rather than an app deployment or provisioning solution. Code Stream allows us to trigger the deployment of individual artifacts (.jar...