Intelligent Automation with VMware: Apply machine learning techniques to VMware virtualization and networking

Use self-driven data centers to reduce management complexity by deploying Infrastructure as Code to gain value from investments.Key FeaturesAdd 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 learningBook DescriptionThis 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 learnOrchestrate 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 forThis 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 ContentsMachine Learning Capabilities with vSphere 6.7Proactive Measures with vSAN Advanced AnalyticsSecurity with Workspace ONE IntelligenceProactive Operations with VMware vRealize SuiteIntent-Based Manifest with AppDefenseML-Based Intelligent Log ManagementML as a Service in the CloudML-Based Rule Engine with SkylineDevOps with vRealize Code StreamTransforming VMware IT Operations Using MLNetwork Transformation with IoTVirtualizing Big Data on vSphereCloud Application ScalingHigh-Performance Computing