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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

Virtualizing HPC applications

This chapter describes our work at VMware to support HPC applications. The first section describes in detail many of the values identified by customers of using virtualization in HPC environments. The second section shows a few examples of how virtualization is deployed in an HPC environment, and the third discusses various aspects of performance, starting with an examination of some core aspects of performance, and then turning to throughput applications and performance for parallel-distributed Message Passing Interface (MPI) applications. It also includes pointers to several technical publications that will be of interest to those considering virtualizing their HPC workloads.

The majority of HPC systems are clusters, which are aggregations of compute nodes connected via some interconnect, such as Ethernet or InfiniBand (IB). Clusters can...

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