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

Kundan

$43.99

5 (2 Ratings)

Paperback Mar 2019 344 pages 1st Edition

Kundan

$43.99

5 (2 Ratings)

Paperback Mar 2019 344 pages 1st Edition

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Key benefits

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

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.

Who is this book 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.

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

Estimated delivery fee Deliver to Japan

Standard delivery 10 - 13 business days

$8.95

Premium delivery 3 - 6 business days

$34.95

(Includes tracking information)

What do you get with Print?

Instant access to your digital eBook copy whilst your Print order is Shipped

Paperback book shipped to your preferred address

Download this book in EPUB and PDF formats

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

AI Assistant (beta) to help accelerate your learning

Estimated delivery fee Deliver to Japan

Standard delivery 10 - 13 business days

$8.95

Premium delivery 3 - 6 business days

$34.95

(Includes tracking information)

Product Details

Publication date : Mar 30, 2019

Length: 344 pages

Edition : 1st

Language : English

ISBN-13 : 9781789802160

Vendor :

VMware

Category :

Cloud & Networking

Concepts :

Cloud Computing

Tools :

VMware vRealize

Frequently bought together

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Intelligent Automation with VMware

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18 Chapters

Section 1: VMware Approach with ML Technology

Machine Learning Capabilities with vSphere 6.7

Technical requirements

Proactive Measures with vSAN Advanced Analytics

Technical requirements

Application scalability on vSAN

Intelligent monitoring

HA configuration in stretched clusters

vSAN policy design with SPBM

Summary

Further reading

Security with Workspace ONE Intelligence

Technical requirements

Workspace ONE Intelligence

Workspace ONE Trust Network

Summary

Proactive Operations with VMware vRealize Suite

Technical requirements

Unified end-to-end monitoring

Intent-Based Manifest with AppDefense

Technical requirements

VMware innovation for application security

Application-centric alerting for the SOC

AppDefense and NSX

Summary

Section 2: ML Use Cases with VMware Solutions

ML-Based Intelligent Log Management

Technical requirements

Intelligent log management with vRealize Log Insight

Cloud operations stages

The Log Insight user interface

VMware vReaIize Network Insight

Summary

ML as a Service in the Cloud

Technical requirements

MLaaS in a private cloud

LBaaS overview

Challenges with network and security services

Summary

ML-Based Rule Engine with Skyline

Technical requirements

Proactive support technology – VMware Skyline

Overview of Skyline Collector

CEIP

Summary

DevOps with vRealize Code Stream

Technical requirements

Application development life cycles

Automation with vRealize

vRealize Code Stream

Summary

Further reading

Transforming VMware IT Operations Using ML

Overview on business and operations challenges

Transforming VMware technical support operations

Virtual data centers

Summary

Section 3: Dealing with Big Data, HPC , IoT, and Coud Application Scalability through ML

Network Transformation with IoT

Technical requirements

IoT

VMware Pulse

Pulse IoT Center infrastructure management blueprint

Summary

Virtualizing Big Data on vSphere

Technical requirements

Big data infrastructure

Open source software

Summary

Further reading

Cloud Application Scaling

Technical requirements

Cloud-native applications

PKS on vSphere

Summary

High-Performance Computing

Technical requirements

Virtualizing HPC applications

Summary

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Customer reviews

Rating distribution

(2 Ratings)

5 star 100%

4 star 0%

3 star 0%

2 star 0%

1 star 0%

Anuj May 15, 2019

The author has successfully articulated , how ML technologies are used in various VMware solution to enhance customer experience and improve the performance and resiliency of datacenter center technologies.I particularly liked how VMware Skyline collects information from a customer VMware deployment and uses machine learning techniques to create an intelligent rule engine. This is used to monitor abnormal behaviours and then raise a red flag to enable proactive support.vSAN Health Check plugin is another example which is used to check the health of the vSAN cluster, its interesting to read how with the help of vSAN Observer it does in-depth monitoring of disk groups and show detailed analysis proactively to customer.

Amazon Verified review

Mark Katana Jun 10, 2019

This book was exactly what I was looking for when I came across it. Thorough and complete without being overly wordy. This book explained automating cloud in a clear and concise manner and brought me up to speed not only of the technology but the use cases as well. Highly recommend this book and author..!

Amazon Verified review

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About the author

Kundan

Ajit Pratap Kundan stands at the leading edge of the most innovative cloud technology in the world. He has helped position VMware as a leader in the private cloud area in relation to his federal government customers through an SDDC approach. An innovative techy with 18+ years of industry experience, he has promoted technologies to his government and defense customers. Ajit is a valued writer on cloud technologies and has authored one book, VMware Cross-Cloud Architecture, published by Packt. He currently resides in Delhi, India, with his wife, Archana, and their two sons, Aaradhya and Akshansh.

See other products by Kundan

FAQs

What is the delivery time and cost of print book?

Shipping Details

USA:

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

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Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

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Disclaimer:
All orders received before 5 PM U.K time would start printing from the next business day. So the estimated delivery times start from the next day as well. Orders received after 5 PM U.K time (in our internal systems) on a business day or anytime on the weekend will begin printing the second to next business day. For example, an order placed at 11 AM today will begin printing tomorrow, whereas an order placed at 9 PM tonight will begin printing the day after tomorrow.

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The orders shipped to the countries that are listed under EU27 will not bear custom charges. They are paid by Packt as part of the order.

List of EU27 countries: www.gov.uk/eu-eea:

A custom duty or localized taxes may be applicable on the shipment and would be charged by the recipient country outside of the EU27 which should be paid by the customer and these duties are not included in the shipping charges been charged on the order.

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Cancellation Policy for Published Printed Books:

You can cancel any order within 1 hour of placing the order. Simply contact [email protected] with your order details or payment transaction id. If your order has already started the shipment process, we will do our best to stop it. However, if it is already on the way to you then when you receive it, you can contact us at [email protected] using the returns and refund process.

Please understand that Packt Publishing cannot provide refunds or cancel any order except for the cases described in our Return Policy (i.e. Packt Publishing agrees to replace your printed book because it arrives damaged or material defect in book), Packt Publishing will not accept returns.

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We want you to be happy with your purchase from Packtpub.com. We will not hassle you with returning print books to us. If the print book you receive from us is incorrect, damaged, doesn't work or is unacceptably late, please contact Customer Relations Team on [email protected] with the order number and issue details as explained below:

If you ordered (eBook, Video or Print Book) incorrectly or accidentally, please contact Customer Relations Team on [email protected] within one hour of placing the order and we will replace/refund you the item cost.
Sadly, if your eBook or Video file is faulty or a fault occurs during the eBook or Video being made available to you, i.e. during download then you should contact Customer Relations Team within 14 days of purchase on [email protected] who will be able to resolve this issue for you.
You will have a choice of replacement or refund of the problem items.(damaged, defective or incorrect)
Once Customer Care Team confirms that you will be refunded, you should receive the refund within 10 to 12 working days.
If you are only requesting a refund of one book from a multiple order, then we will refund you the appropriate single item.
Where the items were shipped under a free shipping offer, there will be no shipping costs to refund.

On the off chance your printed book arrives damaged, with book material defect, contact our Customer Relation Team on [email protected] within 14 days of receipt of the book with appropriate evidence of damage and we will work with you to secure a replacement copy, if necessary. Please note that each printed book you order from us is individually made by Packt's professional book-printing partner which is on a print-on-demand basis.

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Currently, no tax is charged on the purchase of any print book (subject to change based on the laws and regulations). A localized VAT fee is charged only to our European and UK customers on eBooks, Video and subscriptions that they buy. GST is charged to Indian customers for eBooks and video purchases.

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What is the delivery time and cost of print books?

Shipping Details

USA:

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

EU:

Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Unfortunately, due to several restrictions, we are unable to ship to the following countries:

Afghanistan
American Samoa
Belarus
Brunei Darussalam
Central African Republic
The Democratic Republic of Congo
Eritrea
Guinea-bissau
Iran
Lebanon
Libiya Arab Jamahriya
Somalia
Sudan
Russian Federation
Syrian Arab Republic
Ukraine
Venezuela

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

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