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Intelligent Automation with VMware

You're reading from   Intelligent Automation with VMware Apply machine learning techniques to VMware virtualization and networking

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Product type Paperback
Published in Mar 2019
Publisher Packt
ISBN-13 9781789802160
Length 344 pages
Edition 1st Edition
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Author (1):
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Ajit Pratap Kundan Ajit Pratap Kundan
Author Profile Icon Ajit Pratap Kundan
Ajit Pratap Kundan
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Toc

Table of Contents (19) Chapters Close

Preface Section 1: VMware Approach with ML Technology FREE CHAPTER
Machine Learning Capabilities with vSphere 6.7 Proactive Measures with vSAN Advanced Analytics Security with Workspace ONE Intelligence Proactive Operations with VMware vRealize Suite Intent-Based Manifest with AppDefense Section 2: ML Use Cases with VMware Solutions
ML-Based Intelligent Log Management ML as a Service in the Cloud ML-Based Rule Engine with Skyline DevOps with vRealize Code Stream Transforming VMware IT Operations Using ML Section 3: Dealing with Big Data, HPC , IoT, and Coud Application Scalability through ML
Network Transformation with IoT Virtualizing Big Data on vSphere Cloud Application Scaling High-Performance Computing Other Books You May Enjoy

ML-Based Intelligent Log Management

In this chapter, we will explore the architecture of vRealize Log Insight and how it works. We'll also discuss how intelligent data summarization happens and its ability to cluster similar messages together. vRealize Log Insight also has automatic schema extraction. It has the capability to perform rapid troubleshooting across physical, virtual, and cloud environments by indexing and intelligent grouping, which assists in searching for quick resolutions with exact root cause analysis. 

We will learn to leverage vRealize Log Insight for automated remediation, and the logic behind indexing and message grouping, by integrating vRealize Log Insight with third-party tools. 

We will cover the following topics in this chapter:

  • Intelligent log management with vRealize Log Insight
  • Cloud operations stages
  • VMware vReaIize Network Insight...
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