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java performance, the definitive guide
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The goal is to give you an in-depth understanding of the performance aspects of the Java platform.
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Java Performance: The Definitive Guide
by Scott Oaks
Copyright © 2014 Scott Oaks. All rights reserved.
Printed in the United States of America.
Published by O’Reilly Media, Inc., 1005 Gravenstein Highway North, Sebastopol, CA 95472.
O’Reilly books may be purchased for educational, business, or sales promotional use. Online editions are
also available for most titles (http://my.safaribooksonline.com). For more information, contact our corporate/
institutional sales department: 800-998-9938 or corporate@oreilly.com.
Editor: Meghan Blanchette
Production Editor: Kristen Brown
Copyeditor: Becca Freed
Proofreader: Charles Roumeliotis
Indexer: Judith McConville
Cover Designer: Karen Montgomery
Interior Designer: David Futato
Illustrator: Rebecca Demarest
April 2014:
First Edition
Revision History for the First Edition:
2014-04-09: First release
See http://oreilly.com/catalog/errata.csp?isbn=9781449358457 for release details.
Nutshell Handbook, the Nutshell Handbook logo, and the O’Reilly logo are registered trademarks of O’Reilly
Media, Inc. Java Performance: The Definitive Guide, the image of saiga antelopes, and related trade dress are
trademarks of O’Reilly Media, Inc.
Many of the designations used by manufacturers and sellers to distinguish their products are claimed as
trademarks. Where those designations appear in this book, and O’Reilly Media, Inc. was aware of a trademark
claim, the designations have been printed in caps or initial caps.
While every precaution has been taken in the preparation of this book, the publisher and author assume no
responsibility for errors or omissions, or for damages resulting from the use of the information contained
herein.
ISBN: 978-1-449-35845-7
[LSI]
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Table of Contents
Preface. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ix
1.
Introduction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
A Brief Outline 2
Platforms and Conventions 2
JVM Tuning Flags 4
The Complete Performance Story 5
Write Better Algorithms 5
Write Less Code 6
Oh Go Ahead, Prematurely Optimize 7
Look Elsewhere: The Database Is Always the Bottleneck 8
Optimize for the Common Case 9
Summary 10
2.
An Approach to Performance Testing. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11
Test a Real Application 11
Microbenchmarks 11
Macrobenchmarks 16
Mesobenchmarks 18
Common Code Examples 20
Understand Throughput, Batching, and Response Time 24
Elapsed Time (Batch) Measurements 24
Throughput Measurements 25
Response Time Tests 26
Understand Variability 29
Test Early, Test Often 33
Summary 36
3.
A Java Performance Toolbox. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 37
Operating System Tools and Analysis 37
iii
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