Book description
Use self-driven data centers to reduce management complexity by deploying Infrastructure as Code to gain value from investments.
Key Features
- Add smart capabilities in VMware Workspace ONE to deliver customer insights and improve overall security
- Optimize your HPC and big data infrastructure with the help of machine learning
- Automate your VMware data center operations with machine learning
Book Description
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.
What you will learn
- Orchestrate on-demand deployments based on defined policies
- Automate away common problems and make life easier by reducing errors
- Deliver services to end users rather than to virtual machines
- Reduce rework in a multi-layered scalable manner in any cloud
- Explore the centralized life cycle management of hybrid clouds
- Use common code so you can run it across any cloud
Who this book is for
This book is intended for those planning, designing, and implementing the virtualization/cloud components of the Software-Defined Data Center foundational infrastructure. It helps users to put intelligence in their automation tasks to get self driving data center. It is assumed that the reader has knowledge of, and some familiarity with, virtualization concepts and related topics, including storage, security, and networking.
Table of contents
- Title Page
- Copyright and Credits
- About Packt
- Contributors
- Preface
- Section 1: VMware Approach with ML Technology
- Machine Learning Capabilities with vSphere 6.7
- Proactive Measures with vSAN Advanced Analytics
-
Security with Workspace ONE Intelligence
- Technical requirements
-
Workspace ONE Intelligence
- Business objectives of Workspace ONE Intelligence
-
Top ten use cases of Workspace ONE Intelligence
- Identifying and mitigating mobile OS vulnerabilities
- Insights into Windows 10 OS updates and patches
- Predicting Windows 10 Dell battery failures and automating replacement
- Identifying unsupported OS versions and platforms
- Tracking OS upgrade progress
- Monitoring device utilization or usage
- Increasing compliance across Windows 10 devices
- Comprehensive mobile app deployment visibility
- Tracking migration and adoption of productivity applications
- Adopting internal mobile applications
- Workspace ONE Trust Network
- Summary
- 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
Product information
- Title: Intelligent Automation with VMware
- Author(s):
- Release date: March 2019
- Publisher(s): Packt Publishing
- ISBN: 9781789802160
You might also like
book
Mastering VMware NSX for vSphere
A clear, comprehensive guide to VMware ’ s latest virtualization solution Mastering VMware NSX for vSphere …
book
Mastering VMware vSphere 6.7
Master your virtual environment with the ultimate vSphere guide Mastering VMware vSphere 6.7 is the fully …
video
Mastering VMware vSphere 6.5
VMware vSphere 6 is a powerful server virtualization platform that enables best performance, efficiency and availability …
book
Mastering VMware vSphere 6.5
Deliver great business value by adopting the virtualization platform VMware vSphere 6.5, from the design to …