Holdings: Automatic performance engineering workflows for high performance computing

Automatic performance engineering workflows for high performance computing:

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Bibliographic Details
Main Author:	Petkov, Ventsislav (Author)
Format:	Thesis Book
Language:	English
Published:	München Verl. Dr. Hut 2014
Edition:	1. Aufl.
Series:	Informatik
Subjects:	Prozessmanagement Leistungsbewertung Hochleistungsrechnen Prozessautomation Benchmark Parallelverarbeitung Framework > Informatik Business Intelligence Tuning Hochschulschrift
Online Access:	Volltext https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20140224-1174068-0-8 Inhaltsverzeichnis
Physical Description:	XVII, 246 S. graph. Darst.
ISBN:	9783843915168

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MARC


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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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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
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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

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