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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

Challenges with network and security services 

Network and security were always the bottleneck of the infrastructure.

Below are the major pain points with rigid hardware defined infrastructure :

  • Placement and mobility were limited by the physical port 
  • Provisioning was slow due to lack of advanced automation capabilities, as it is not designed for automation
  • It was operationally intensive and hardware-dependent

The following can be done to achieve IT as a service model:

  • Cloud networking architectural and operational model support the evolution of IT as a service (ITaaS) model
  • End-to-end visibility with real time monitoring and troubleshooting (across virtual and physical networks) for integrated network availability and performance management
  • On-demand automated network provisioning and configuration to support rapid application deployment
  • New organizational...
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