Automatic performance engineering workflows for high performance computing:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
München
Verl. Dr. Hut
2014
|
| Ausgabe: | 1. Aufl. |
| Schriftenreihe: | Informatik
|
| Schlagworte: | |
| Online-Zugang: | Volltext https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20140224-1174068-0-8 Inhaltsverzeichnis |
| Beschreibung: | XVII, 246 S. graph. Darst. |
| ISBN: | 9783843915168 |
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Datensatz im Suchindex
| _version_ | 1804152051043663872 |
|---|---|
| adam_text | CONTENTS
PAGE
ACKNOWLEDGEMENTS I
ABSTRACT
V
LIST OF FIGURES XIII
LIST OF TABLES XVII
1. INTRODUCTION 1
1.1. MOTIVATION AND PROBLEM STATEMENT 1
1.2. PERFORMANCE ANALYSIS AND TUNING METHODOLOGY 2
1.3. PROCESS AUTOMATION AND STANDARDIZATION 4
1.4. CONTRIBUTIONS OF THIS WORK 5
1.5. OUTLINE OF THIS WORK 6
1. THEORETICAL BACKGROUND AND TECHNOLOGICAL OVERVIEW 11
2. SOFTWARE DEVELOPMENT LIFE-CYCLE 13
2.1. SOFTWARE REQUIREMENTS ENGINEERING 13
2.2. SOFTWARE DESIGN 14
2.3. SOFTWARE CONSTRUCTION 15
2.4. SOFTWARE TESTING 16
2.5. SOFTWARE MAINTENANCE 17
3. PROCESS AUTOMATION AND DESIGN OF WORKFLOWS 19
3.1. FOUNDATIONS OF PROCESS AUTOMATION 20
3.2. PROCESS AUTOMATION LANGUAGES AND STANDARDS 24
3.3. BUSINESS PROCESS MANAGEMENT SUITES 30
3.4. SCIENTIFIC WORKFLOW AUTOMATION TOOLS 33
IX
HTTP://D-NB.INFO/1050731808
CONTENTS
4. SUPPORTIVE SOFTWARE DEVELOPMENT TOOLS 37
4.1. REVISION CONTROL SYSTEMS 37
4.2. CLIENT-SERVER REPOSITORY MODEL 38
4.3. DISTRIBUTED REPOSITORY MODEL 41
5. RELATED WORK 45
5.1. THE NEED FOR PARALLEL PROGRAMMING 46
5.2. PERFORMANCE ENGINEERING AUTOMATION 47
5.3. PERFORMANCE ENGINEERING TOOLS 49
5.4. PERFORMANCE TUNING LIBRARIES AND FRAMEWORKS 62
5.5. ECLIPSE AND THE PARALLEL TOOLS PLATFORM 64
II. PATHWAY TO PERFORMANCE ANALYSIS AND TUNING WORKFLOWS 69
6. PERFORMANCE ENGINEERING WORKFLOWS 71
6.1. PERFORMANCE ENGINEERING WORKFLOWS 71
6.2. WORKFLOW FOR SCALABILITY ANALYSIS OF PARALLEL APPLICATIONS 72
6.3. WORKFLOW FOR CROSS-PLATFORM PERFORMANCE ANALYSIS 74
6.4. WORKFLOW FOR CODE MIGRATION AND TUNING ON GPGPUS 76
6.5. SUMMARY AND REQUIREMENTS OVERVIEW 78
7. ARCHITECTURE FOR AUTOMATION OF PERFORMANCE ENGINEERING PROCESSES 79
7.1. ARCHITECTURE FOR AUTOMATION OF PERFORMANCE ENGINEERING PROCESSES 79
7.2. PATHWAY GRAPHICAL USER INTERFACE 80
7.3. LOGIC IMPLEMENTATION LAYER 81
7.4. SUPPORTIVE MODULES LAYER 83
8. WORKFLOW MODELING ENVIRONMENT 85
8.1. DESIGN GOALS 86
8.2. JBPM WORKFLOW EXECUTION ENVIRONMENT 86
8.3. BUSINESS PROCESS MODEL AND NOTATION 2.0 90
8.4. PATHWAY S CUSTOM DOMAIN-SPECIFIC BPMN NODES 98
9. INTERNAL DATA STORAGE REPOSITORY 113
9.1. MOTIVATION AND DESIGN GOALS 113
9.2. DATABASE ENTITIES AND THEIR APPLICATION 114
9.3. OBJECT-RELATIONAL MAPPING USING HIBERNATE 120
10. PROJECT DOCUMENTATION MODULE 123
10.1. MOTIVATION AND DESIGN GOALS 123
10.2. ECLIPSEWIKI AND ITS FEATURES 124
10.3. INTEGRATION OF ECLIPSEWIKI WITH PATHWAY
CONTENTS
11. OTHER SUPPORTIVE MODULES 129
11.1. INTERNAL SUPPORTIVE MODULES 129
11.2. REVISION CONTROL MODULE 130
11.3. ENVIRONMENT DETECTION MODULE 131
11.4. RUNTIME MANAGER AND THE PARALLEL TOOLS PLATFORM INTERFACE 133
11.5. EXPERIMENTS BROWSER 136
11.6. OTHER GRAPHICAL USER INTERFACES 138
III. PERFORMANCE ENGINEERING WORKFLOWS IN ACTION 143
12. SCALABILITY ANALYSIS WORKFLOW 145
12.1. SCALABILITY ANALYSIS PROCESS 145
12.2. WORKFLOW MODEL 146
12.3. LRZ LINUX CLUSTER 147
12.4. NAS PARALLEL BENCHMARKS MULTI-ZONE 147
12.5. WORKFLOW EXECUTION 148
12.6. RESULTS EXPLORATION 149
13. CROSS-PLATFORM MEMORY ANALYSIS WORKFLOW 153
13.1. CROSS-PLATFORM MEMORY ANALYSIS PROCESS 153
13.2. WORKFLOW MODEL 154
13.3. STREAM MEMORY BENCHMARK 155
13.4. RUNTIME ENVIRONMENT 156
13.5. GENERIC MEMORY ANALYSIS STRATEGY FOR PERISCOPE 157
13.6. WORKFLOW EXECUTION 158
13.7. RESULTS EXPLORATION 159
14. EXHAUSTIVE BENCHMARKING WORKFLOW 161
14.1. EXHAUSTIVE BENCHMARKING PROCESS 161
14.2. WORKFLOW MODEL 162
14.3. SPEC MPI-2007 BENCHMARKS 164
14.4. ONLINE DATA CLUSTERING SUPPORT FOR PERISCOPE 164
14.5. WORKFLOW EXECUTION 166
15. GENERIC PERFORMANCE TUNING WORKFLOW 169
15.1. PERFORMANCE TUNING AND ITS APPLICATION IN HPC CENTERS 169
15.2. GENERIC PERFORMANCE TUNING WORKFLOW 170
16. CONCLUSION 177
16.1. SUMMARY 177
16.2. FUTURE WORK 180
APPENDICES 183
XI
CONTENTS
A. GLOSSARY 185
B. CUSTOM DOMAIN-SPECIFIC BPMN NODES: XML DEFINITIONS 191
B.L. APPLICATION CONFIGURATION 191
B.2. MPI AND OPENMP CONFIGURATION 192
B.3. TARGET HPC SYSTEM SELECTION 192
B.4. PERFORMANCE TOOL SELECTION 193
B.5. SOURCE CODE INSTRUMENTATION 193
B.6. EXPERIMENTS CREATION! 194
B.7. EXPERIMENT EXECUTION 195
B.8. RUNTIME MANAGER CREATION 196
B.9. LOAD CUSTOM PERFORMANCE RESULTS TO THE DATABASE 197
B.10. STORE ADDITIONAL INFORMATION TO AN EXPERIMENT 198
B.LL. NODE FOR INTERACTIVE QUESTIONS 199
B.12. EXECUTE A REMOTE PROCESS 200
C. INTERNAL DATABASE SCHEME AND DATA PERSISTENCE CLASSES 203
C.L. SCHEME OF THE INTERNAL DATABASE 203
C.2. DATA PERSISTENCE CLASSES 217
D. DOCUMENTATION MODULE: MODIFICATIONS TO EDIPSEWIKI 219
D.L. PATHWAY EXTENSION CLASSES 219
D.2. MODIFICATIONS TO ECLIPSEWIKI S INTERNAL CLASSES 220
D.3. EXAMPLE OF A WIKI MARKUP OF A HISTORICAL NOTE 222
E. OTHER SUPPORTIVE MODULES 223
E.L. PARALLEL TOOLS PLATFORM INTERFACE MODULE 223
E.2. EXPERIMENTS BROWSER GUI 225
E BIBLIOGRAPHY 227
XII
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| discipline | Informatik |
| edition | 1. Aufl. |
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| spelling | Petkov, Ventsislav Verfasser aut Automatic performance engineering workflows for high performance computing Ventsislav Petkov 1. Aufl. München Verl. Dr. Hut 2014 XVII, 246 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Informatik Zugl.: München, Techn. Univ., Diss., 2014 Prozessmanagement (DE-588)4353072-2 gnd rswk-swf Leistungsbewertung (DE-588)4167271-9 gnd rswk-swf Hochleistungsrechnen (DE-588)4532701-4 gnd rswk-swf Prozessautomation (DE-588)4176053-0 gnd rswk-swf Benchmark (DE-588)4144457-7 gnd rswk-swf Parallelverarbeitung (DE-588)4075860-6 gnd rswk-swf Framework Informatik (DE-588)4464685-9 gnd rswk-swf Business Intelligence (DE-588)4588307-5 gnd rswk-swf Tuning (DE-588)4117263-2 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Hochleistungsrechnen (DE-588)4532701-4 s Leistungsbewertung (DE-588)4167271-9 s Tuning (DE-588)4117263-2 s Parallelverarbeitung (DE-588)4075860-6 s Prozessmanagement (DE-588)4353072-2 s Benchmark (DE-588)4144457-7 s Framework Informatik (DE-588)4464685-9 s Prozessautomation (DE-588)4176053-0 s Business Intelligence (DE-588)4588307-5 s DE-604 Erscheint auch als Online-Ausgabe urn:nbn:de:bvb:91-diss-20140224-1174068-0-8 http://mediatum.ub.tum.de/node?id=1174068 Verlag kostenfrei Volltext https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20140224-1174068-0-8 Resolving-System DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027198663&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Petkov, Ventsislav Automatic performance engineering workflows for high performance computing Prozessmanagement (DE-588)4353072-2 gnd Leistungsbewertung (DE-588)4167271-9 gnd Hochleistungsrechnen (DE-588)4532701-4 gnd Prozessautomation (DE-588)4176053-0 gnd Benchmark (DE-588)4144457-7 gnd Parallelverarbeitung (DE-588)4075860-6 gnd Framework Informatik (DE-588)4464685-9 gnd Business Intelligence (DE-588)4588307-5 gnd Tuning (DE-588)4117263-2 gnd |
| subject_GND | (DE-588)4353072-2 (DE-588)4167271-9 (DE-588)4532701-4 (DE-588)4176053-0 (DE-588)4144457-7 (DE-588)4075860-6 (DE-588)4464685-9 (DE-588)4588307-5 (DE-588)4117263-2 (DE-588)4113937-9 |
| title | Automatic performance engineering workflows for high performance computing |
| title_auth | Automatic performance engineering workflows for high performance computing |
| title_exact_search | Automatic performance engineering workflows for high performance computing |
| title_full | Automatic performance engineering workflows for high performance computing Ventsislav Petkov |
| title_fullStr | Automatic performance engineering workflows for high performance computing Ventsislav Petkov |
| title_full_unstemmed | Automatic performance engineering workflows for high performance computing Ventsislav Petkov |
| title_short | Automatic performance engineering workflows for high performance computing |
| title_sort | automatic performance engineering workflows for high performance computing |
| topic | Prozessmanagement (DE-588)4353072-2 gnd Leistungsbewertung (DE-588)4167271-9 gnd Hochleistungsrechnen (DE-588)4532701-4 gnd Prozessautomation (DE-588)4176053-0 gnd Benchmark (DE-588)4144457-7 gnd Parallelverarbeitung (DE-588)4075860-6 gnd Framework Informatik (DE-588)4464685-9 gnd Business Intelligence (DE-588)4588307-5 gnd Tuning (DE-588)4117263-2 gnd |
| topic_facet | Prozessmanagement Leistungsbewertung Hochleistungsrechnen Prozessautomation Benchmark Parallelverarbeitung Framework Informatik Business Intelligence Tuning Hochschulschrift |
| url | http://mediatum.ub.tum.de/node?id=1174068 https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20140224-1174068-0-8 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027198663&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT petkovventsislav automaticperformanceengineeringworkflowsforhighperformancecomputing |