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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 development life cycles

It is important to understand the change that has taken place in terms of application development life cycles in order to understand application transformation. When the pace of change was slow, application development always had a pre-determined plan with a finite end goal. The design of the application was thought through and agreed up-front, including capturing all of the user's requirements. Then, a series of steps followed that involved developing the plan, testing the functionality of the application, testing whether the application would run efficiently and to the right scale (non-functional testing), user acceptance testing to agree that the application had been built the way it was supposed to be, before finally going live in its final format.

The pace of change in some modern applications, coupled with the fact that they can be...

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