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Intelligent Automation with VMware

Intelligent Automation with VMware

By : Kundan
5 (2)
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Intelligent Automation with VMware

Intelligent Automation with VMware

5 (2)
By: 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 (19 chapters)
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Section 1: VMware Approach with ML Technology
7
Section 2: ML Use Cases with VMware Solutions
13
Section 3: Dealing with Big Data, HPC , IoT, and Coud Application Scalability through ML

The Log Insight user interface

Log Insight has two interfaces for log monitoring and analysis:

  • Dashboards: Dashboards are GUI of the log data absorbed by Log Insight and included with content packs for better customization having one or more widgets per dashboard. Widgets are customized per pre-built or user-created queries and come with charts to represent the log data.
  • Interactive Analytics: This will help administrators to check log messages, locate problem areas, and work on root-cause analysis. The vSphere content pack has customized dashboards that contains details on log data related to specific events. These dashboards will provide high-level overview information through particular events, such as Distributed Resource Scheduler (DRS)/HA, vMotion, security, and different performance parameters. Content packs cumulate and show correlated log data across...

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