Techniques for adapting industrial simulation software for power devices and networks to multi- and many-core architectures:
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Hochschulschrift/Dissertation Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
München
Verl. Dr. Hut
2014
|
| Ausgabe: | 1. Aufl. |
| Schriftenreihe: | Informatik
|
| Schlagwörter: | |
| Links: | http://mediatum.ub.tum.de/node?id=1189358 https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20140415-1189358-0-4 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027295878&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| Umfang: | IX, 113 S. graph. Darst. |
| ISBN: | 9783843915816 |
Internformat
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| 245 | 1 | 0 | |a Techniques for adapting industrial simulation software for power devices and networks to multi- and many-core architectures |c Thomas Müller |
| 250 | |a 1. Aufl. | ||
| 264 | 1 | |a München |b Verl. Dr. Hut |c 2014 | |
| 300 | |a IX, 113 S. |b graph. Darst. | ||
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Datensatz im Suchindex
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|---|---|
| DE-BY-TUM_katkey | 2001844 |
| DE-BY-TUM_location | Mag 01 |
| DE-BY-TUM_media_number | 040009162329 040010170286 |
| _version_ | 1821933826237005824 |
| adam_text | CONTENTS
1 INTRODUCTION 1
1.1 MOTIVATION L
1.2 THESIS OUTLINE 2
1.3 COOPERATION 3
2 MULTI- AND MANY-CORE ARCHITECTURES 5
2.1 MOORE S LAW 5
2.2 SEQUENTIAL PROCESSING 5
2.3 PARALLEL PROCESSING 7
2.3.1 CLASSIFICATION OF PARALLEL PROCESSING 7
2.3.2 SINGLE INSTRUCTION, MULTIPLE DATA (SIMD) 8
2.3.3 MULTIPLE INSTRUCTION, MULTIPLE DATA (MIMD) 8
2.3.4 MANY-CORE ARCHITECTURE 9
2.4 MEMORY HIERARCHY 10
2.4.1 MEMORY WALL 10
2.4.2 UNIFORM VS. NON-UNIFORM MEMORY ACCESS 11
2.4.3 CPU CACHES 12
2.4.4 CACHE EFFICIENT MEMORY ACCESS 13
3 BASIC PRINCIPLES 15
3.1 BIG O NOTATION 15
3.2 PARALLELIZATION TECHNIQUES 16
3.2.1 SHARED MEMORY 16
3.2.2 MESSAGE PASSING 18
3.3 PERFORMANCE EVALUATION 18
3.3.1 KEY ASPECTS 18
3.3.2 PERFORMANCE COUNTER 19
3.3.3 PERFORMANCE ANALYSIS TOOLS 20
3.3.4 USED HARDWARE PLATFORMS 20
4 CASE 1 - THERMAL SIMULATION 23
4.1 BACKGROUND 23
4.2 TEMPERATURE SIMULATION USING SPICE 24
4
.2
.1 INTRODUCTION
24
4.2.2 OPERATION FLOW 24
4.2.3 EXPRESSION TREE REPRESENTATION 25
4.3 FIXED-POINT ITERATION 26
4.3.1 SEPARATION OF NETWORKS 26
4.3.2 CONVERGENCE CONSIDERATIONS 28
VII
HTTP://D-NB.INFO/1051877563
CONTENTS
4.3.3 ADAPTIVE RELAXATION 30
4.4 ALGORITHMIC OPTIMIZATION 32
4.4.1 SHARED RESULTS CACHING 32
4.4.2 CACHES AND ADVANCED DATA STRUCTURES 33
4.4.3 SPARSE MATRIX 36
4.4.4 IMPROVE FUNCTION INLINING & BRANCH PREDICTION 37
4.5 DYNAMIC CODE GENERATION 41
4.5.1 MOTIVATION 41
4.5.2 BASIC IDEA 41
4.5.3 IMPLEMENTATION 42
4.5.4 INTEL XEON PHI PORTING 48
4.6 PARALLELIZATION 49
4.6.1 SIMULATION SOLVER 50
4.6.2 BENCHMARK APPLICATION 52
4.6.3 PARALLEL PERFORMANCE 52
4.6.4 CODE STREAMING PERFORMANCE 54
4.6.5 HYBRID COMPUTATION 56
4.7 CONCLUSION 56
5 CASE 2 - ELECTROSTATIC FIELD SIMULATION 61
5.1 BACKGROUND 61
5.2 MATHEMATICAL METHODS 62
5.2.1 BOUNDARY ELEMENT METHOD 63
5.2.2 FAST MULTIPOLE METHOD 64
5.2.3 ADAPTIVE CROSS APPROXIMATION METHOD 65
5.3 TEST MODELS 65
5.4 ESTABLISHED REFERENCE SOLVER 66
5.4.1 WORK FLOW 66
5.4.2 PARALLELIZATION 68
5.4.3 LOCALIZED MATRIX COMPRESSION 70
5.5 ALTERNATIVE SOLVERS 7
1
5.6 SOLVER EVALUATION AND COMPARISON 72
5.6.1 POLOPTO 74
5.6.2 POLOPT3 76
5.6.3 BETLDIEL 76
5.6.4 GOBEM 78
5.7 CONCLUSION 79
6 CASE 3 - CONTINGENCY ANALYSIS 83
6.1 BACKGROUND 83
6.2 PERFORMANCE CHARACTERISTICS AND ANALYSIS 84
6.2.1 PARALLELIZATION 84
6.2.2 MEMORY REQUIREMENTS 84
6.2.3 RUNTIME PERFORMANCE 84
6.3 OPTIMIZATION POSSIBILITIES 88
6.3.1 PINNING 88
VIII
CONTENTS
6.3.2 CACHE OPTIMIZATION 90
6.3.3 PREFETCHING 91
6.4 CONCLUSION 93
7 CONCLUSION 97
7.1 STRATEGIC LOCALIZED MODIFICATIONS 97
7.2 GLOBAL MODIFICATIONS 99
7.3 PARALLELIZATION 100
7.4 RUNTIME OPTIMIZATION 101
7.5 XEON PHI 101
8 SYNOPSIS AND OUTLOOK 105
8.1 SYNOPSIS 105
8.2 OUTLOOK 105
BIBLIOGRAPHY 107
IX
|
| any_adam_object | 1 |
| author | Müller, Thomas |
| author_facet | Müller, Thomas |
| author_role | aut |
| author_sort | Müller, Thomas |
| author_variant | t m tm |
| building | Verbundindex |
| bvnumber | BV041851425 |
| classification_tum | ELT 880d DAT 780d DAT 212d |
| collection | ebook |
| ctrlnum | (OCoLC)880530563 (DE-599)BVBBV041851425 |
| dewey-full | 004 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science |
| dewey-raw | 004 |
| dewey-search | 004 |
| dewey-sort | 14 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Elektrotechnik / Elektronik / Nachrichtentechnik |
| edition | 1. Aufl. |
| format | Thesis Book |
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| spellingShingle | Müller, Thomas Techniques for adapting industrial simulation software for power devices and networks to multi- and many-core architectures Mehrprozessorsystem (DE-588)4038397-0 gnd Speicherhierarchie (DE-588)4256353-7 gnd Parallelisierung (DE-588)4613846-8 gnd Leistungstransformator (DE-588)4167309-8 gnd Hochspannungsbauelement (DE-588)4160231-6 gnd Softwaresystem (DE-588)4137282-7 gnd Mehrkernprozessor (DE-588)7598578-0 gnd Elektrostatisches Feld (DE-588)4151980-2 gnd Temperaturabhängigkeit (DE-588)4203793-1 gnd Computersimulation (DE-588)4148259-1 gnd |
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| title | Techniques for adapting industrial simulation software for power devices and networks to multi- and many-core architectures |
| title_auth | Techniques for adapting industrial simulation software for power devices and networks to multi- and many-core architectures |
| title_exact_search | Techniques for adapting industrial simulation software for power devices and networks to multi- and many-core architectures |
| title_full | Techniques for adapting industrial simulation software for power devices and networks to multi- and many-core architectures Thomas Müller |
| title_fullStr | Techniques for adapting industrial simulation software for power devices and networks to multi- and many-core architectures Thomas Müller |
| title_full_unstemmed | Techniques for adapting industrial simulation software for power devices and networks to multi- and many-core architectures Thomas Müller |
| title_short | Techniques for adapting industrial simulation software for power devices and networks to multi- and many-core architectures |
| title_sort | techniques for adapting industrial simulation software for power devices and networks to multi and many core architectures |
| topic | Mehrprozessorsystem (DE-588)4038397-0 gnd Speicherhierarchie (DE-588)4256353-7 gnd Parallelisierung (DE-588)4613846-8 gnd Leistungstransformator (DE-588)4167309-8 gnd Hochspannungsbauelement (DE-588)4160231-6 gnd Softwaresystem (DE-588)4137282-7 gnd Mehrkernprozessor (DE-588)7598578-0 gnd Elektrostatisches Feld (DE-588)4151980-2 gnd Temperaturabhängigkeit (DE-588)4203793-1 gnd Computersimulation (DE-588)4148259-1 gnd |
| topic_facet | Mehrprozessorsystem Speicherhierarchie Parallelisierung Leistungstransformator Hochspannungsbauelement Softwaresystem Mehrkernprozessor Elektrostatisches Feld Temperaturabhängigkeit Computersimulation Hochschulschrift |
| url | http://mediatum.ub.tum.de/node?id=1189358 https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20140415-1189358-0-4 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027295878&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT mullerthomas techniquesforadaptingindustrialsimulationsoftwareforpowerdevicesandnetworkstomultiandmanycorearchitectures |
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