Clay Breshears

Art of Concurrency (eBook, PDF)

A Thread Monkey's Guide to Writing Parallel Applications

• Format: PDF

Produktbeschreibung

If you're looking to take full advantage of multi-core processors with concurrent programming, this practical book provides the knowledge and hands-on experience you need. The Art of Concurrency is one of the few resources to focus on implementing algorithms in the shared-memory model of multi-core processors, rather than just theoretical models or distributed-memory architectures. The book provides detailed explanations and usable samples to help you transform algorithms from serial to parallel code, along with advice and analysis for avoiding mistakes that programmers typically make when first attempting these computations.Written by an Intel engineer with over two decades of parallel and concurrent programming experience, this book will help you:Understand parallelism and concurrencyExplore differences between programming for shared-memory and distributed-memoryLearn guidelines for designing multithreaded applications, including testing and tuningDiscover how to make best use of different threading libraries, including Windows threads, POSIX threads, OpenMP, and Intel Threading Building BlocksExplore how to implement concurrent algorithms that involve sorting, searching, graphs, and other practical computationsThe Art of Concurrency shows you how to keep algorithms scalable to take advantage of new processors with even more cores. For developing parallel code algorithms for concurrent programming, this book is a must.

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Produktdetails

• Verlag: O'Reilly Media
• Seitenzahl: 304
• Erscheinungstermin: 7. Mai 2009
• Englisch
• ISBN-13: 9780596551155
• Artikelnr.: 52942247

Autorenporträt

Clay Breshears has been with Intel since September 2000. He started as a Senior Parallel Application Engineer at the Intel Parallel Applications Center in Champaign, IL, implementing multithreaded and distributed solutions in customer applications. Clay is currently a Course Architect for the Intel Software College, specializing in multi-core and multithreaded programming and training. Before joining Intel, Clay was a Research Scientist at Rice University helping Department of Defense researchers make best use of the latest High Performance Computing (HPC) platforms and resources. Clay received his Ph.D. in Computer Science from the University of Tennessee, Knoxville, in 1996, but has been involved with parallel computation and programming for over twenty years; six of those years were spent in academia at Eastern Washington University and The University of Southern Mississippi.

Inhaltsangabe

Inhaltsverzeichnis Preface Why Should You Read This Book? Who Is This Book For? What s in This Book? Conventions Used in This Book Using Code Examples Comments and Questions Safari® Books Online Acknowledgments Chapter 1Want to Go Faster? Raise Your Hands if You Want to Go Faster! Some Questions You May Have Four Steps of a Threading Methodology Background of Parallel Algorithms Shared-Memory Programming Versus Distributed-Memory Programming This Book s Approach to Concurrent Programming Chapter 2Concurrent or Not Concurrent? Design Models for Concurrent Algorithms What s Not Parallel Chapter 3Proving Correctness and Measuring Performance Verification of Parallel Algorithms Example: The Critical Section Problem Performance Metrics (How Am I Doing?) Review of the Evolution for Supporting Parallelism in Hardware Chapter 4Eight Simple Rules for Designing Multithreaded Applications Rule 1: Identify Truly Independent Computations Rule 2: Implement Concurrency at the Highest Level Possible Rule 3: Plan Early for Scalability to Take Advantage of Increasing Numbers of Cores Rule 4: Make Use of Thread-Safe Libraries Wherever Possible Rule 5: Use the Right Threading Model Rule 6: Never Assume a Particular Order of Execution Rule 7: Use Thread-Local Storage Whenever Possible or Associate Locks to Specific Data Rule 8: Dare to Change the Algorithm for a Better Chance of Concurrency Summary Chapter 5Threading Libraries Implicit Threading Explicit Threading What Else Is Out There? Domain-Specific Libraries Chapter 6Parallel Sum and Prefix Scan Parallel Sum Prefix Scan Selection A Final Thought Chapter 7MapReduce Map As a Concurrent Operation Reduce As a Concurrent Operation Applying MapReduce MapReduce As Generic Concurrency Chapter 8Sorting Bubblesort Odd-Even Transposition Sort Shellsort Quicksort Radix Sort Chapter 9Searching Unsorted Sequence Binary Search Chapter 10Graph Algorithms Depth-First Search All-Pairs Shortest Path Minimum Spanning Tree Chapter 11Threading Tools Debuggers Performance Tools Anything Else Out There? Go Forth and Conquer Glossary Photo Credits Colophon

Rezensionen

"Fazit: Das er ein "Freund der Sortierung" ist, lässt sich bereits an der Seitenzahl der Kapitel ablesen. Aber das tut dem runden Eindruck, den das Buch hinterlässt, keinen Abbruch. Die zuvor annvisierte Leserschaft wird mit dem Buch von Clay Breshears bestens zurechtkommen und interessierten Neulingen bietet er eine kompetente Einführung in die Thematik. Dieses Buch hat mich zu einigen neuen Ideen inspiriert - weshalb ich es nicht zuletzt deshalb empfehlen kann." -- StuSieLug, November 2009