Book Image

Intelligent Automation with VMware

By : Ajit Pratap Kundan
Book Image

Intelligent Automation with VMware

By: Ajit Pratap Kundan

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
Index

VMware Pulse


VMware Pulse IoT Center is a secure, enterprise-grade IoT device-management and monitoring solution. You can onboard, manage, monitor, and secure IoT use cases from the edge to the cloud, bridge the gap between IT and Operational Technology (OT) organizations, and simplify IoT device management with Pulse IoT Center. Liota Agent, on edge systems, enables data orchestration, automatically detects edge systems, and onboards and provisions Over-the-Air (OTA) by mapping edge systems to connected devices. It collects telemetry data about infrastructure health and detects anomalies in real-time with high accuracy. It manages software OTA of any edge type along with connected end points, by configuring rules to upgrade in flexible package combination.

It provides security across IoT things, network, data, and people by creating segmented data flows with network virtualization that offers a complete visibility of all things. We have to first discover customer pain points which create...