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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

Application scalability on vSAN

VMware vSAN can support containers and a next-generation application based on an updated vSphere Docker volume driver with native support directly through Docker APIs. This allows Docker to be built on top of vSAN and take advantage of the proven, persistent storage capabilities of vSAN. This driver update has new features, including support for multi-tenancy, SPBM, cloning, and snapshots. VMware has a principle of APIs first, and all management features are available through APIs, which are extensions of the vSphere APIs that tens of thousands of enterprise customers use to automate their operations.

The following parameters should be taken into consideration to detain the storage tier where application data should be stored:

  • I/O operations per second (IOPS) requirements
  • MBps requirements
  • Capacity requirements
  • Availability requirements...
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