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并行开发艺术PDF|Epub|txt|kindle电子书版本网盘下载

并行开发艺术
  • ClayBreshears著 著
  • 出版社: 南京:东南大学出版社
  • ISBN:9787564119294
  • 出版时间:2010
  • 标注页数:285页
  • 文件大小:32MB
  • 文件页数:302页
  • 主题词:软件开发-英文

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图书目录

1 WANT TO GO FASTER?RAISE YOUR HANDS IF YOU WANT TO GO FASTER!1

Some Questions You May Have2

Four Steps of a Threading Methodology7

Background of Parallel Algorithms12

Shared-Memory Programming Versus Distributed-Memory Programming15

This Book's Approach to Concurrent Programming19

2 CONCURRENT OR NOT CONCURRENT?21

Design Models for Concurrent Algorithms22

What's Not Parallel42

3 PROVING CORRECTNESS AND MEASURING PERFORMANCE49

Verification of Parallel Algorithms50

Example:The Critical Section Problem53

Performance Metrics(How Am I Doing?)66

Review of the Evolution for Supporting Parallelism in Hardware71

4 EIGHT SIMPLE RULES FOR DESIGNING MULTITHREADED APPLICATIONS73

Rule 1:Identify Truly Independent Computations74

Rule 2:Implement Concurrency at the Highest Level Possible74

Rule 3:Plan Early for Scalability to Take Advantage of Increasing Numbers of Cores75

Rule 4:Make Use of Thread-Safe Libraries Wherever Possible76

Rule 5:Use the Right Threading Model77

Rule 6:Never Assume a Particular Order of Execution77

Rule 7:Use Thread-Local Storage Whenever Possible or Associate Locks to Specific Data78

Rule 8:Dare to Change the Algorithm for a Better Chance of Concurrency79

Summary80

5 THREADING LIBRARIES81

Implicit Threading82

Explicit Threading88

What Else Is Out There?92

Domain-Specific Libraries92

6 PARALLEL SUM AND PREFIX SCAN95

Parallel Sum96

Prefix Scan103

Selection112

A Final Thought123

7 MAPREDUCE125

Map As a Concurrent Operation127

Reduce As a Concurrent Operation129

Applying MapReduce138

MapReduce As Generic Concurrency143

8 SORTING145

Bubblesort146

Odd-Euen Transposition Sort153

Shellsort162

Quicksort169

Radix Sort182

9 SEARCHING201

Unsorted Sequence202

Binary Search210

10 GRAPH ALGORITHMS221

Depth-First Search224

All-Pairs Shortest Path240

Minimum Spanning Tree245

11 THREADING TOOLS257

Debuggers258

Performance Tools260

Anything Else Out There?262

Go Forth and Conquer263

GLOSSARY265

PHOTO CREDITS275

INDEX277

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