VMware is innovating smart capabilities in Workspace One to get customer insights and enhance security. Identity management will monitor a user's behavior, software performance, and hardware information by using ML. Business applications are coming with AI capabilities. VMware Skyline will help save time as collecting product data, events and conditions, and identifying issues will be quicker, allowing for faster time to resolution (TTR). The largest areas of influence to start with will be around problem identification, and the time it takes for support engineers to find answers to the problems that are reported along with also sending product data, which is utilized in support investigations. VMware Skyline will ensure that VMware Validated Designs (VVDs) should be followed. All support engineers associated with a premier support services team will be responsible for understanding the value and benefits of VMware Skyline and including it...
Intelligent Automation with VMware
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Intelligent Automation with VMware
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Overview of this book
This book presents an introductory perspective on how machine learning plays an important role in a VMware environment. It offers a basic understanding of how to leverage machine learning primitives, along with a deeper look into integration with the VMware tools used for automation today.
This book begins by highlighting how VMware addresses business issues related to its workforce, customers, and partners with emerging technologies such as machine learning to create new, intelligence-driven, end user experiences.
You will learn how to apply machine learning techniques incorporated in VMware solutions for data center operations. You will go through management toolsets with a focus on machine learning techniques.
At the end of the book, you will learn how the new vSphere Scale-Out edition can be used to ensure that HPC, big data performance, and other requirements can be met (either through development or by fine-tuning guidelines) with mainstream products.
Table of Contents (20 chapters)
Title Page
About Packt
Contributors
Preface
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
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
Network Transformation with IoT
Virtualizing Big Data on vSphere
Cloud Application Scaling
High-Performance Computing
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Index
Customer Reviews