High performance computing
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| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge [u.a.]
O'Reilly
1998
|
| Ausgabe: | 2. ed. |
| Schriftenreihe: | RISC architectures, optimization & benchmarks
|
| Schlagworte: | |
| Online-Zugang: | kostenfrei Inhaltsverzeichnis |
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Datensatz im Suchindex
| DE-BY-TUM_katkey | 1913275 |
|---|---|
| _version_ | 1816713852566372352 |
| adam_text | High Performance Computing
Second Edition
Kevin Dowd amp; Charles R Severance
O REILLY
Cambridge • Koln • Paris • Sebastopol • Tokyo
Table of Contents
Preface xi
I: Modern Computer Architectures 1
1: What Is High Performance Computing? 3
Why Worry About Performance? 3
Scope of High Performance Computing 4
Studying High Performance Computing 5
Measuring Performance 6
The Next Step 6
2: High Performance Microprocessors 8
Why CISC? 9
Fundamentals of RISC 11
Second-Generation RISC Processors 22
RISC Means Fast 25
Out-of-Order Execution: The Post-RISC Architecture 25
Future Trends: Intel IA-64 and EPIC 28
Closing Notes 29
3: Memory 31
Memory Technology 32
Registers 34
Caches : 35
Cache Organization 39
Table of Contents
Virtual Memory 43
Improving Memory Performance 47
Closing Notes 56
4: Floating-point Numbers 58
Reality 58
Representation 59
Effects of Floating-Point Representation 63
Improving Accuracy Using Guard Digits 67
History of IEEE Floating-Point Format 68
IEEE Floating-Point Standard 69
IEEE Storage Format 69
IEEE Operations 71
Special Values 73
Exceptions and Traps 75
Compiler Issues 75
Closing Notes 76
II: Programming and Tuning Software 79
5: What a Compiler Does 81
History of Compilers 82
Which Language to Optimize? 83
Optimizing Compiler Tour 85
Optimization Levels 89
Classical Optimizations 91
Closing Notes 98
6: Timing and Profiling 100
Timing 101
Subroutine Profiling 108
Basic Block Profilers : 120
Virtual Memory 123
Closing Notes 125
7: Eliminating Clutter 128
Subroutine Calls 129
Branches 134
Branches Within Loops 134
Table of Contents vii
Other Clutter 139
Closing Notes 144
8: Loop Optimizations 146
Operation Counting 147
Basic Loop Unrolling 149
Qualifying Candidates for Loop Unrolling 150
Nested Loops 153
Loop Interchange 156
Memory Access Patterns 157
When Interchange Won t Work 160
Blocking to Ease Memory Access Patterns 161
Programs That Require More Memory Than You Have 166
Closing Notes 166
III: Shared-Memory Parallel Processors 169
9: Understanding Parallelism 171
Dependencies 173
Loops 180
Loop-Carried Dependencies 181
Ambiguous References 187
Closing Notes 190
10: Shared-Memory Multiprocessors 193
Symmetric Multiprocessing Hardware 194
Multiprocessor Software Concepts 200
Techniques for Multithreaded Programs 212
A Real Example 216
Closing Notes 219
11: Programming Shared-Memory Multiprocessors 222
Automatic Parallelization 222
Assisting the Compiler 228
Closing Notes 241
viii Table of Contents
IV: Scalable Parallel Processing 243
12: Large-Scale Parallel Computing 245
Amdahl s Law 246
Interconnect Technology 249
A Taxonomy of Parallel Architectures 257
A Survey of Parallel Architectures 259
The Top 500 Report 260
Shared Uniform Memory MIMD 260
Shared Non-Uniform Memory MIMD Systems 261
Distributed-Memory MIMD Architecture 265
Single Instruction, Multiple Data 267
Closing Notes 270
13: Language Support for Performance 272
Data-Parallel Problem: Heat Flow 273
Explicitly Parallel Languages 277
FORTRAN 90 278
Problem Decomposition 287
High Performance FORTRAN (HPF) 289
Closing Notes 297
14: Message-Passing Environments 299
Parallel Virtual Machine (PVM) 300
Message-Passing Interface (MPI) 312
Closing Notes 324
V:Benchmarking 327
15: Using Published Benchmarks 329
User Benchmarks 332
Industry Benchmarks 339
Closing Notes 345
16: Running Your Own Benchmarks 347
Choosing What to Benchmark 348
Types of Benchmarks 353
Preparing the Code 358
Closing Notes 363
Table of Contents be
VI: Appendixes 365
A: Processor Architectures 367
B: Looking at Assembly Language 395
C: Future Trends: Intel IA-64 407
D: How FORTRAN Manages Threads at Runtime 414
E: Memory Performance 425
Index : 435
|
| any_adam_object | 1 |
| author | Dowd, Kevin Severance, Charles R. |
| author_facet | Dowd, Kevin Severance, Charles R. |
| author_role | aut aut |
| author_sort | Dowd, Kevin |
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| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science |
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| discipline | Informatik |
| edition | 2. ed. |
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| id | DE-604.BV012190993 |
| illustrated | Illustrated |
| indexdate | 2024-11-25T17:37:10Z |
| institution | BVB |
| isbn | 156592312X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-008261974 |
| oclc_num | 39661190 |
| open_access_boolean | 1 |
| owner | DE-29T DE-703 DE-91 DE-BY-TUM DE-2070s |
| owner_facet | DE-29T DE-703 DE-91 DE-BY-TUM DE-2070s |
| physical | XVIII, 446 S. graph. Darst. |
| psigel | ebook |
| publishDate | 1998 |
| publishDateSearch | 1998 |
| publishDateSort | 1998 |
| publisher | O'Reilly |
| record_format | marc |
| series2 | RISC architectures, optimization & benchmarks |
| spellingShingle | Dowd, Kevin Severance, Charles R. High performance computing Computer architecture Electronic digital computers Parallel processing (Electronic computers) Supercomputers Leistungsfähigkeit (DE-588)4035236-5 gnd MIMD (DE-588)4300178-6 gnd Verteilter Speicher (DE-588)4263487-8 gnd Datenverarbeitung (DE-588)4011152-0 gnd Programmierung (DE-588)4076370-5 gnd Mehrprozessorsystem (DE-588)4038397-0 gnd Arbeitsplatzcomputer (DE-588)4112575-7 gnd Supercomputer (DE-588)4128144-5 gnd RISC (DE-588)4191875-7 gnd |
| subject_GND | (DE-588)4035236-5 (DE-588)4300178-6 (DE-588)4263487-8 (DE-588)4011152-0 (DE-588)4076370-5 (DE-588)4038397-0 (DE-588)4112575-7 (DE-588)4128144-5 (DE-588)4191875-7 |
| title | High performance computing |
| title_auth | High performance computing |
| title_exact_search | High performance computing |
| title_full | High performance computing Kevin Dowd & Charles R. Severance |
| title_fullStr | High performance computing Kevin Dowd & Charles R. Severance |
| title_full_unstemmed | High performance computing Kevin Dowd & Charles R. Severance |
| title_short | High performance computing |
| title_sort | high performance computing |
| topic | Computer architecture Electronic digital computers Parallel processing (Electronic computers) Supercomputers Leistungsfähigkeit (DE-588)4035236-5 gnd MIMD (DE-588)4300178-6 gnd Verteilter Speicher (DE-588)4263487-8 gnd Datenverarbeitung (DE-588)4011152-0 gnd Programmierung (DE-588)4076370-5 gnd Mehrprozessorsystem (DE-588)4038397-0 gnd Arbeitsplatzcomputer (DE-588)4112575-7 gnd Supercomputer (DE-588)4128144-5 gnd RISC (DE-588)4191875-7 gnd |
| topic_facet | Computer architecture Electronic digital computers Parallel processing (Electronic computers) Supercomputers Leistungsfähigkeit MIMD Verteilter Speicher Datenverarbeitung Programmierung Mehrprozessorsystem Arbeitsplatzcomputer Supercomputer RISC |
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