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High Performance Spark: Best Practices for Scaling and Optimizing Apache Spark

Name: High Performance Spark: Best Practices for Scaling and Optimizing Apache Spark
Price: 38.87 USD
Availability: InStock
Rating: 4.1 (79 reviews)

4.10 of 5 Stars: Databases & Big Data - High Performance Spark: Best Practices for Scaling and Optimizing Apache Spark

$38.87

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Book Synopsis: Apache Spark is amazing when everything clicks. But if you haven’t seen the performance improvements you expected, or still don’t feel confident enough to use Spark in production, this practical book is for you. Authors Holden Karau and Rachel Warren demonstrate performance optimizations to help your Spark queries run faster and handle larger data sizes, while using fewer resources. Ideal for software engineers, data engineers, developers, and system administrators working with large-scale data applications, this book describes techniques that can reduce data infrastructure costs and developer hours. Not only will you gain a more comprehensive understanding of Spark, you’ll also learn how to make it sing. With this book, you’ll explore: How Spark SQL’s new interfaces improve performance over SQL’s RDD data structure The choice between data joins in Core Spark and Spark SQL Techniques for getting the most out of standard RDD transformations How to work around performance issues in Spark’s key/value pair paradigm Writing high-performance Spark code without Scala or the JVM How to test for functionality and performance when applying suggested improvements Using Spark MLlib and Spark ML machine learning libraries Spark’s Streaming components and external community packages Read more

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Looking to take your Apache Spark game to the next level? Look no further than "High Performance Spark: Best Practices for Scaling and Optimizing Apache Spark". This practical book by Holden Karau and Rachel Warren is packed with performance optimizations to turbocharge your Spark queries, enabling them to handle massive data sizes with ease. Whether you're a software engineer, data engineer, developer, or system administrator - this book is your ticket to reducing data infrastructure costs and developer hours.

Discover the secrets to unlocking Spark's full potential with this must-have guide. Learn how Spark SQL's new interfaces boost performance, demystify data joins, optimize RDD transformations, and write high-performance code without Scala or the JVM. Don't let performance issues hold you back - with the techniques outlined in this book, you'll be able to make Spark sing like never before.

Ready to revolutionize your data applications with Spark? Dive into the world of Spark MLlib and Spark ML machine learning libraries, leverage Spark's Streaming components, and explore the wealth of external community packages available. Gain a deep understanding of Spark and supercharge your applications to new heights. It's time to unleash the power of Spark with "High Performance Spark".

Ready to make Spark work for you? Elevate your Spark skills and supercharge your data applications with "High Performance Spark: Best Practices for Scaling and Optimizing Apache Spark". Take the next step towards mastering Spark's capabilities and optimizing performance. Get your copy today!

Get your copy now and revolutionize your Spark experience!

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