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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 and VMware

VMware is extensively leveraging AI and ML techniques in most of its products. We can see this with the new version of vSphere 6.7 features and also with products such as AppDefense and Workspace. This is one intelligence that will help in achieving the future vision of self-driving data centers. VMware has already done the performance benchmarking regarding how it can help its customers to run their own ML workloads on vSphere with improved support from NVIDIA GPUs.

ML is important for VMware mixed cloud vision, as ML has the ability to absorb a huge amount of data to utilize it for precise learning and with end users.

ML-based data analysis

ML is helping customers to fetch better granular...

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