High Performance Spark
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High Performance Spark
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Author : Holden Karau
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2017-05-25
High Performance Spark written by Holden Karau and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-25 with Computers categories.
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
High Performance Spark
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Author : Holden Karau. Rachel Warren
language : en
Publisher:
Release Date : 2017
High Performance Spark written by Holden Karau. Rachel Warren and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with categories.
High Performance Spark
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Author : Holden Karau
language : en
Publisher: O'Reilly Media
Release Date : 2026-01-31
High Performance Spark written by Holden Karau and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-01-31 with Computers categories.
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, Rachel Warren, and Anya Bida walk you through the secrets of the Spark code base, and demonstrate performance optimizations that will help your data pipelines run faster, scale to larger datasets, and avoid costly antipatterns. Ideal for data engineers, software engineers, data scientists, and system administrators, the second edition of High Performance Spark presents new use cases, code examples, and best practices for Spark 3.x and beyond. This book gives you a fresh perspective on this continually evolving framework and shows you how to work around bumps on your Spark and PySpark journey. With this book, you'll learn how to: Accelerate your ML workflows with integrations including PyTorch Handle key skew and take advantage of Spark's new dynamic partitioning Make your code reliable with scalable testing and validation techniques Make Spark high performance Deploy Spark on Kubernetes and similar environments Take advantage of GPU acceleration with RAPIDS and resource profiles Get your Spark jobs to run faster Use Spark to productionize exploratory data science projects Handle even larger datasets with Spark Gain faster insights by reducing pipeline running times
How To Tune And Modify Engine Management Systems
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Author : Jeff Hartman
language : en
Publisher: Motorbooks
Release Date : 2004-02-13
How To Tune And Modify Engine Management Systems written by Jeff Hartman and has been published by Motorbooks this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-02-13 with Transportation categories.
Drawing on a wealth of knowledge and experience and a background of more than 1,000 magazine articles on the subject, engine control expert Jeff Hartman explains everything from the basics of engine management to the building of complicated project cars. Hartman has substantially updated the material from his 1993 MBI book Fuel Injection (0-879387-43-2) to address the incredible developments in automotive fuel injection technology from the past decade, including the multitude of import cars that are the subject of so much hot rodding today. Hartman's text is extremely detailed and logically arranged to help readers better understand this complex topic.
101 Projects For Your 1964 1 2 1973 Mustang
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Author : Earl Davis Diane Perkins-Davis
language : en
Publisher:
Release Date :
101 Projects For Your 1964 1 2 1973 Mustang written by Earl Davis Diane Perkins-Davis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with Transportation categories.
Nearly forty years have passed and almost 3 million owners and enthusiasts still worship the classic beauty of the Ford Mustang. 101 Projects for the earlier models developed between 1964 and 1973 are the focus of this book. The book is broken out into projects that concentrate on specific aspects of the car, including engine, drivetrain, chassis, suspension and steering, brakes, wheels and tires, body, and interior. Features:, High-performance modification procedures, Restoration and maintenance tips, Details realistic and reliable shortcuts, Identifies the best and most current products on the market or a particular job.
High Performance Spark
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Author : Holden Karau
language : en
Publisher:
Release Date : 2018
High Performance Spark written by Holden Karau and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Big data categories.
How Mechanics Cheat Women
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Author : Doris Chan
language : en
Publisher: Doris Chan
Release Date : 2022-10-13
How Mechanics Cheat Women written by Doris Chan and has been published by Doris Chan this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-13 with Transportation categories.
Get honest car repair without scams Mechanics scam women. This is a guide for outsmarting mechanics and getting your car fixed well, at a fair price. A sample of topics: Never trust dealership service advisors Engine flushes are a scam New tires won't improve your fuel economy There's no such thing as "dealer-only" parts Most people overpay for transmission repairs Doris Chan is a lifelong car enthusiast from Los Angeles who loves helping other people figure out the world of cars. How Mechanics Cheat Women is everybody's guide to how the car repair industry works for its own benefit, and how you can take charge -- without having any mechanical ability or knowledge yourself -- to get good, honest, low-priced car repairs. Get a $800 transmission replacement when your neighbor paid $3,000. Know when and how to say "no" to your mechanic. And overcome your fear of mechanics so that any car, even an old high-maintenance car, becomes easy-peasy for you and your budget.
High Speed Combustion Engines
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Author : Peter Martin Heldt
language : en
Publisher:
Release Date : 1956
High Speed Combustion Engines written by Peter Martin Heldt and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1956 with Transportation categories.
Material Sciences And Manufacturing Technology
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Author : Liang Zhong Jiang
language : en
Publisher: Trans Tech Publications Ltd
Release Date : 2012-12-27
Material Sciences And Manufacturing Technology written by Liang Zhong Jiang and has been published by Trans Tech Publications Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-27 with Technology & Engineering categories.
Selected, peer reviewed papers from the 2012 International Conference on Material Sciences and Manufacturing Technology (ICMSMT 2012), October 5-6, 2012, Dalian, China
Motor Record
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Author :
language : en
Publisher:
Release Date : 1928
Motor Record written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1928 with Automobile industry and trade categories.
Including 'Automobile buyers' reference.'