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Intelligent Automation with VMware. Apply machine learning techniques to VMware virtualization and networking

Intelligent Automation with VMware. Apply machine learning techniques to VMware virtualization and networking

Ajit Pratap Kundan

E-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.
  • 1. Machine Learning Capabilities with vSphere 6.7
  • 2. Proactive Measures with vSAN Advanced Analytics
  • 3. Security with Workspace ONE Intelligence
  • 4. Proactive Operations with VMware vRealize Suite
  • 5. Intent-Based Manifest with AppDefense
  • 6. ML-Based Intelligent Log Management
  • 7. ML as a Service in the Cloud
  • 8. ML-Based Rule Engine with Skyline
  • 9. DevOps with vRealize Code Stream
  • 10. Transforming VMware IT Operations Using ML
  • 11. Network Transformation with IoT
  • 12. Virtualizing Big Data on vSphere
  • 13. Cloud Application Scaling
  • 14. High-Performance Computing
  • Titel: Intelligent Automation with VMware. Apply machine learning techniques to VMware virtualization and networking
  • Autor: Ajit Pratap Kundan
  • Originaler Titel: Intelligent Automation with VMware. Apply machine learning techniques to VMware virtualization and networking
  • ISBN: 9781789806793, 9781789806793
  • Veröffentlichungsdatum: 2019-03-30
  • Format: E-book
  • Artikelkennung: e_14sh
  • Verleger: Packt Publishing