High.Performance.Spark.149194

Early Release If you’ve successfully used Apache Spark to solve medium sized-problems, but still struggle to realize the "Spark promise" of unparalleled performance on big data, this book is for you. High Performance Spark shows you how take advantage of Spark at scale, so you can grow beyond the novice-level. It’s ideal for software engineers, data engineers, developers, and system administrators working with large-scale data applications. Learn how to make Spark jobs run faster Productionize exploratory data scienc e with Spark Handle even larger data sets with Spark Reduce pipeline running times for faster insights Table of Contents Chapter 1. Introduction to High Performance Spark Chapter 2. How Spark Works Chapter 3. DataFrames, Datasets & Spark SQL Chapter 4. Joins (SQL & Core) e with Spark Handle even larger data sets with Spark Reduce pipeline running times for faster insights Table of Contents Chapter 1. Introduction to High Performance Spark Chapter 2. How Spark Works Chapter 3. DataFrames, Datasets & Spark SQL Chapter 4. Joins (SQL & Core)