Optimizing Hadoop for MapReduce
Language: English
Published by Packt Publishing Limited, 2014
- Softcover
- New

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Condition: New
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Seller Inventory # C9781783285655
- Title
- Optimizing Hadoop for MapReduce
- Author
- Khaled Tannir
- Publisher
- Packt Publishing Limited
- Publication year
- 2014
- Condition
- New
- Binding
- Paperback / softback
- Language
- English
- ISBN 10
- 1783285656
- ISBN 13
- 9781783285655
- Item weight
- 248 grams
This book introduces you to advanced MapReduce concepts and teaches you everything from identifying the factors that affect MapReduce job performance to tuning the MapReduce configuration. Based on real-world experience, this book will help you to fully utilize your cluster s node resources to run MapReduce jobs optimally.
This book details the Hadoop MapReduce job performance optimization process. Through a number of clear and practical steps, it will help you to fully utilize your cluster s node resources.
Starting with how MapReduce works and the factors that affect MapReduce performance, you will be given an overview of Hadoop metrics and several performance monitoring tools. Further on, you will explore performance counters that help you identify resource bottlenecks, check cluster health, and size your Hadoop cluster. You will also learn about optimizing map and reduce tasks by using Combiners and compression.
The book ends with best practices and recommendations on how to use your Hadoop cluster optimally.
"Synopsis" may belong to another edition of this title.
About the Author
He is a Microsoft Certified Solution Developer (MCSD) and has more than twenty years of technical experience leading the development, implementation of software solutions and giving technical presentations. He works as an independent IT Consultant and has worked as an infrastructure engineer, senior developer, and enterprise / solution architect for many companies in France and Canada.
With a very significant experience in Microsoft .Net/Servers and Oracle Java technologies, he has extensive skills in online/offline applications design, system conversions and multi-language applications in both industries Internet and Desktops. He is always researching new technologies, learns about them and looking for new adventures between France, North America and the Middle-east area. He owns an IT and electronics laboratory with many servers, monitors, open electronics board such Arduino, Netduino, RaspBerry Pi, .Net Gadgeteer and some Smartphone devices based on Windows Phone, Android and iOS operating systems.
In 2012 he contributes to the EGC 2012 (International Complex Data Mining forum at Bordeaux University - France) and presented, in a workshop session, his work about How to optimize data distribution in a cloud computing environment . This work aims to define an approach to optimize using of Data Mining algorithms such as k-means and Apriori in a cloud computing environment. He is the author of the RavenDB 2.x Beginner s Guide book (Packt Publishing) and is a technical reviewer for the Pentaho+MongoDB transformation & reporting book(Packt Publishing) He aims to get a PhD in Cloud Computing, Big Data and wants to learn more and more about these technologies.
He enjoys taking landscape and night photos, travelling, playing video games, creating funny electronics gadgets with Arduino /.Net Gadgeteer and of course spending time with his wife and family.
You can reach him at: contact@khaledtannir.net
"About the title" may belong to another edition of this title.
THE SAINT BOOKSTORE
Southport, United Kingdom
AbeBooks seller since June 14, 2006
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