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The art of concurrency /

Breshears, Clay.

The art of concurrency /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	The art of concurrency // Clay Breshears.
作者:	Breshears, Clay.
出版者:	Farnham :O'Reilly, : 2009.,
面頁冊數:	xiii, 285 p. :ill. ; : 24 cm.;
附註:	Includes index.
標題:	Parallel programming (Computer science) -
ISBN:	9780596521530 (pbk.) :

The art of concurrency /
Breshears, Clay.

The art of concurrency /Clay Breshears. - Farnham :O'Reilly,2009. - xiii, 285 p. :ill. ;24 cm. - Theory in practice.

Includes index.

1. Want 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 -- 2. Concurrent Or Not Concurrent? -- Design Models for Concurrent Algorithms -- What's Not Parallel -- 3. Proving 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 -- 4. Eight Simple Rules for Designing Multi-Threaded 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 -- 5. Threading Libraries -- Implicit Threading -- Explicit Threading -- What Else Is Out There? -- Domain-Specific Libraries -- 6. Parallel Sum and Prefix Scan -- Parallel Sum -- Prefix Scan -- Selection -- Final Thought -- 7. Mapreduce -- Map As a Concurrent Operation -- Reduce As a Concurrent Operation -- Applying MapReduce -- MapReduce As Generic Concurrency -- 8. Sorting -- Bubblesort -- Odd-Ellen Transposition Sort -- Shellsort -- Quicksort -- Radix Sort -- 9. Searching -- Unsorted Sequence -- Binary Search -- 10. Graph Algorithms -- Depth-First Search -- All-Pairs Shortest Path -- Minimum Spanning Tree -- 11. Threading Tools -- Debuggers -- Performance Tools -- Anything Else Out There? -- Go Forth and Conquer.

Clay Breshears helps programmers develop parallel code algorithms for multi-core processors, including ways to keep algorithms as scalable as possible to take advantage of processors in the future that will have an even larger number of cores.

ISBN: 9780596521530 (pbk.) :NT1352

LCCN: 2010487098

Nat. Bib. No.: GBA8D6778bnbSubjects--Topical Terms:

557472
Parallel programming (Computer science)

LC Class. No.: QA76.642 / .B74 2009

Dewey Class. No.: 005.275

The art of concurrency /
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505 0 # $a 1. Want 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 -- 2. Concurrent Or Not Concurrent? -- Design Models for Concurrent Algorithms -- What's Not Parallel -- 3. Proving 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 -- 4. Eight Simple Rules for Designing Multi-Threaded 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 -- 5. Threading Libraries -- Implicit Threading -- Explicit Threading -- What Else Is Out There? -- Domain-Specific Libraries -- 6. Parallel Sum and Prefix Scan -- Parallel Sum -- Prefix Scan -- Selection -- Final Thought -- 7. Mapreduce -- Map As a Concurrent Operation -- Reduce As a Concurrent Operation -- Applying MapReduce -- MapReduce As Generic Concurrency -- 8. Sorting -- Bubblesort -- Odd-Ellen Transposition Sort -- Shellsort -- Quicksort -- Radix Sort -- 9. Searching -- Unsorted Sequence -- Binary Search -- 10. Graph Algorithms -- Depth-First Search -- All-Pairs Shortest Path -- Minimum Spanning Tree -- 11. Threading Tools -- Debuggers -- Performance Tools -- Anything Else Out There? -- Go Forth and Conquer.
520 8 $a Clay Breshears helps programmers develop parallel code algorithms for multi-core processors, including ways to keep algorithms as scalable as possible to take advantage of processors in the future that will have an even larger number of cores.
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