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Optimizing Hadoop for MapReduce

You're reading from   Optimizing Hadoop for MapReduce This book is the perfect introduction to sophisticated concepts in MapReduce and will ensure you have the knowledge to optimize job performance. This is not an academic treatise; it's an example-driven tutorial for the real world.

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Product type Paperback
Published in Feb 2014
Publisher
ISBN-13 9781783285655
Length 120 pages
Edition Edition
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Author (1):
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Khaled Tannir Khaled Tannir
Author Profile Icon Khaled Tannir
Khaled Tannir
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Summary


In this chapter, we introduced some scenarios and techniques that may help you to identify your cluster's weakness. You learned how to check your Hadoop cluster node's health and how to identify a massive I/O traffic. Also, we talked about how to identify CPU contention using the vmstat Linux tool.

Then we learned some formulas that you need to use in order to size your Hadoop cluster correctly. Also, in the last section, you learned how to configure the number of mappers and reducers correctly using a new, dedicated formula.

In the next chapter, you will learn more about profiling map and reduce tasks, and will dive more deeply in to the universe of Hadoop map and reduce tasks.

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