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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

Modes of GPU usage

Applications running in virtual machines hosted on vSphere can make use of GPU processing power in two ways.

vSphere DirectPath I/O is a vSphere inherent feature that leverages virtualization technology (VT)-enabled processors configured to the hosts to enhance the performance of virtual machines. General purpose Input Output (GPIO) is a processor feature of Intel/AMD CPUs known as an I/O memory management unit that assigns direct memory access transfers and device interrupts. This way, virtual machines are able to bypass the VMkernel and get direct access to the underlying physical hardware. vMotion is supported with DPIO-enabled server hardware.

Hardware-assisted I/O MMU virtualization is called Intel Virtualization Technology for Directed I/O (VT-d) in Intel processors and AMD I/O Virtualization (AMD-Vi or IOMMU) in AMD processors. It is a function of the...

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