Programming models for next generation HPC systems:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Kassel
Kassel Univ. Press
2014
|
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | XIV, 146 S. Ill., graph. Darst. 30 cm |
| ISBN: | 9783862195435 |
Internformat
MARC
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Datensatz im Suchindex
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| adam_text |
CONTENTS
CHAPTER
1 - INTRODUCTION 1
1.1 MOTIVATION 1
1.2 CONTRIBUTIONS 3
1.3 STRUCTURE 5
PART I - FOUNDATIONS 7
CHAPTER
2 - CURRENT
PROCESSOR
ARCHITECTURES 9
2.1 LATENCY ORIENTED
PROCESSORS 9
2.2 THROUGHPUT ORIENTED PROCESSORS 13
2.3 HETEROGENEOUS PROCESSORS 15
2.4 DISTRIBUTED MEMORY SYSTEMS 18
2.5 TEST HARDWARE 19
CHAPTER
3 -
PARALLEL
PROGRAMMING
23
3.1 PARALLEL ALGORITHM DESIGN 23
3.2 OPENMP 23
3.3 NUMA'DATA DISTRIBUTION 24
3.4 CUDA AND OPENCL 24
3.5 CELL BROADBAND
ENGINE SDK 27
3.6 ACTIVE MESSAGES 27
3.7 PGAS 28
CHAPTER
4 - EXAMPLE
ALGORITHMS 29
4.1 MATRIX MULTIPLICATION 29
4.2 GAUFI-SEIDEL STENCIL 30
4.3 SCAN 32
4.4 BITONIC SORT 33
4.5 FFT 35
4.6 EINSTEIN@HOME 35
4.7 OPENSTEER 36
IX
HTTP://D-NB.INFO/1053630905
PART II - EVALUATION 39
CHAPTER 5 - AN ABSTRACT
HARDWARE
MODEL 41
5.1 INTRODUCTION 42
5.2 MEMORY CONSISTENCY 42
5.3 EXAMPLE 43
5.4 COST MODEL 43
5.5 CONCLUSION 44
CHAPTER 6 - EVALUATION
OF CURRENT
PROGRAMMING
MODELS 47
6.1 OPENMP 47
6.2 CUDA / OPENCL 48
6.3 PGAS 48
6.4 CONCLUSION 52
PART III - PROGRAMMING MODEL PROPOSALS 53
CHAPTER 7 - PSAM 55
7.1 INTRODUCTION 55
7.2 PAIRWISE SYNCHRONIZATION " 56
7.3 DATA DISTRIBUTION AND GLOBAL COMMUNICATION ALGORITHMS 57
7.4 BASIC DATA STRUCTURES 58
7.5 EXAMPLE ALGORITHMS 60
7.6 IMPLEMENTATION 62
7.7 EXPERIMENTS 64
7.8 CONCLUSION 68
CHAPTER 8 - PROPOSALS
FOR
OPENCL EXTENSIONS 69
8.1 INTRODUCTION 69
8.2 PERFORMANCE COMPARISON TO NATIVE
APPLICATION ON CBE 70
8.3 STATIC LOCAL MEMORY 71
8.4 STATIC WORK-GROUPS 72
8.5 IMPACT OF THE EXTENSIONS FOR GPUS 75
8.6 IMPLICATIONS TO THE OPENCL SPECIFICATION 76
8.7 CONCLUSION 77
CHAPTER
9 - SEMIAUTOMATIC
LOCALITY
OPTIMIZATIONS
FOR
OPENMP 79
9.1 INTRODUCTION 79
9.2 MATRIX MULTIPLICATION 80
9.3 GAUFI-SEIDEL STENCIL 80
9.4 LOCALITY-AWARE OPENMP
SYNTAX 81
9.5 CONCLUSION 84
CHAPTER
10 - OPENMP FOR
NEXT
GENERATION
HETEROGENEOUS
CLUSTERS 87
10.1
IMPORTANT CHANGES
87
X
10.2 ABSTRACT 88
10.3 INTRODUCTION 88
10.4 SHARED MEMORY
EXTENSIONS 91
10.5 DISTRIBUTED MEMORY EXTENSIONS 93
10.6 CONCLUSION 94
PART IV - AUXILIARY RESEARCH 95
CHAPTER
11 - AN OPENCL IMPLEMENTATION
FOR
THE
CELL
B.E. 97
11.1 INTRODUCTION 97
11.2 OPENCL IMPLEMENTATION
FOR
THE CBEA 98
11.3 EVALUATION OF THE MEMORY SYSTEM 99
11.4 CONCLUSION 101
CHAPTER 12 -
UNDERSTANDING
MEMORY
BANDWIDTH
LIMITED
SCENARIOS
FOR
NUMA AND
GPU SYSTEMS 103
12.1 OVERVIEW 104
12.2 CPU IMPLEMENTATION 105
12.3 GPU IMPLEMENTATION 107
12.4 OVERALL PERFORMANCE ILL
12.5 CONCLUSION 112
CHAPTER
13 -
CUPP
A SIMULATED
CPU / GPU
SHARED
MEMORY
SPACE 113
13.1 INTRODUCTION 114
13.2 CUDA AND C++ 114
13.3 CUPP 115
13.4 OPENSTEER 119
13.5 EINSTEIN@HOME CLIENT 123
13.6 CONCLUSION 123
CHAPTER
14 - COMPARING
GPU AND
CBE ON EINSTEIN@HOME 125
14.1 INTRODUCTION 125
14.2 IMPLEMENTATION ON THE CELL BROADBAND ENGINE 126
14.3 IMPLEMENTATION USING CUDA 128
14.4 CONCLUSION 129
PART V - SLEEPING IN LIGHT 131
CHAPTER
15 -
CLOSING
REMARKS
133
15.1 RELATED WORK 133
15.2 SUMMARY 135
15.3 FUTURE
WORK 137
REFERENCES 139
XI |
| any_adam_object | 1 |
| author | Breitbart, Jens 1982- |
| author_GND | (DE-588)1054662541 |
| author_facet | Breitbart, Jens 1982- |
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| dewey-full | 005.27 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
| dewey-raw | 005.27 |
| dewey-search | 005.27 |
| dewey-sort | 15.27 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Thesis Book |
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| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV042272130 |
| illustrated | Illustrated |
| indexdate | 2024-09-10T01:33:43Z |
| institution | BVB |
| isbn | 9783862195435 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027709672 |
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| physical | XIV, 146 S. Ill., graph. Darst. 30 cm |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | Kassel Univ. Press |
| record_format | marc |
| spelling | Breitbart, Jens 1982- Verfasser (DE-588)1054662541 aut Programming models for next generation HPC systems Jens Breitbart Kassel Kassel Univ. Press 2014 XIV, 146 S. Ill., graph. Darst. 30 cm txt rdacontent n rdamedia nc rdacarrier Zugl.: Kassel, Univ., Diss., 2013 Prototyping (DE-588)4205527-1 gnd rswk-swf OpenMP (DE-588)4648816-9 gnd rswk-swf Parallelverarbeitung (DE-588)4075860-6 gnd rswk-swf OpenCL (DE-588)7860517-9 gnd rswk-swf Programmierung (DE-588)4076370-5 gnd rswk-swf Speicher Informatik (DE-588)4077653-0 gnd rswk-swf Computerarchitektur (DE-588)4048717-9 gnd rswk-swf Hochleistungsrechnen (DE-588)4532701-4 gnd rswk-swf Cluster Rechnernetz (DE-588)4534182-5 gnd rswk-swf Erweiterung (DE-588)4128080-5 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Hochleistungsrechnen (DE-588)4532701-4 s Cluster Rechnernetz (DE-588)4534182-5 s Computerarchitektur (DE-588)4048717-9 s Speicher Informatik (DE-588)4077653-0 s Parallelverarbeitung (DE-588)4075860-6 s Programmierung (DE-588)4076370-5 s OpenCL (DE-588)7860517-9 s OpenMP (DE-588)4648816-9 s Erweiterung (DE-588)4128080-5 s Prototyping (DE-588)4205527-1 s DE-604 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=4707726&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027709672&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Breitbart, Jens 1982- Programming models for next generation HPC systems Prototyping (DE-588)4205527-1 gnd OpenMP (DE-588)4648816-9 gnd Parallelverarbeitung (DE-588)4075860-6 gnd OpenCL (DE-588)7860517-9 gnd Programmierung (DE-588)4076370-5 gnd Speicher Informatik (DE-588)4077653-0 gnd Computerarchitektur (DE-588)4048717-9 gnd Hochleistungsrechnen (DE-588)4532701-4 gnd Cluster Rechnernetz (DE-588)4534182-5 gnd Erweiterung (DE-588)4128080-5 gnd |
| subject_GND | (DE-588)4205527-1 (DE-588)4648816-9 (DE-588)4075860-6 (DE-588)7860517-9 (DE-588)4076370-5 (DE-588)4077653-0 (DE-588)4048717-9 (DE-588)4532701-4 (DE-588)4534182-5 (DE-588)4128080-5 (DE-588)4113937-9 |
| title | Programming models for next generation HPC systems |
| title_auth | Programming models for next generation HPC systems |
| title_exact_search | Programming models for next generation HPC systems |
| title_full | Programming models for next generation HPC systems Jens Breitbart |
| title_fullStr | Programming models for next generation HPC systems Jens Breitbart |
| title_full_unstemmed | Programming models for next generation HPC systems Jens Breitbart |
| title_short | Programming models for next generation HPC systems |
| title_sort | programming models for next generation hpc systems |
| topic | Prototyping (DE-588)4205527-1 gnd OpenMP (DE-588)4648816-9 gnd Parallelverarbeitung (DE-588)4075860-6 gnd OpenCL (DE-588)7860517-9 gnd Programmierung (DE-588)4076370-5 gnd Speicher Informatik (DE-588)4077653-0 gnd Computerarchitektur (DE-588)4048717-9 gnd Hochleistungsrechnen (DE-588)4532701-4 gnd Cluster Rechnernetz (DE-588)4534182-5 gnd Erweiterung (DE-588)4128080-5 gnd |
| topic_facet | Prototyping OpenMP Parallelverarbeitung OpenCL Programmierung Speicher Informatik Computerarchitektur Hochleistungsrechnen Cluster Rechnernetz Erweiterung Hochschulschrift |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=4707726&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027709672&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT breitbartjens programmingmodelsfornextgenerationhpcsystems |