A high-performance computational steering framework for engineering applications:
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
2013
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| Schlagworte: | |
| Online-Zugang: | kostenfrei https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20130729-1141219-0-3 Inhaltsverzeichnis |
| Beschreibung: | IV, 184 S. Ill., graph. Darst. |
Internformat
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| 100 | 1 | |a Knežević, Jovana |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a A high-performance computational steering framework for engineering applications |c Jovana Knežević |
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Datensatz im Suchindex
| _version_ | 1804151470817280000 |
|---|---|
| adam_text | CONTENTS
I
CONTENTS
1 INTRODUCTION 1
1.1 NUMERICAL SIMULATION 1
1.2 COMPUTATIONAL STEERING 2
1.3 CLASSIFICATIONS OF COMPUTATIONAL STEERING SYSTEMS 3
1.3.1 USER INTERFACES 4
1.3.2 AIM OF STEERING 4
1.3.3 TYPE OF STEERING 5
1.3.4 LEVEL OF INTERACTIVITY 5
1.3.5 SUPPORT FOR DISTRIBUTED COMPUTING 6
1.3.6 SUPPORT FOR MULTI-COMPONENT AND COLLABORATIVE STEERING . 6
1.3.7 UTILISATION METHOD 6
1.4 COMPUTATIONAL STEERING IN APPLICATIONS 7
1.4.1 CIVIL ENGINEERING AND ARCHITECTURE 7
1.4.2 BIOMEDICAL AND BIOLOGY APPLICATIONS 8
1.4.3 PHYSICS-BASED SIMULATIONS 10
1.4.4 POLLUTION MODELLING 11
1.4.5 NUCLEAR ENGINEERING 12
1.4.6 STEERED MOLECULAR DYNAMICS 12
1.4.7 MANUFACTURING 13
1.4.8 OTHER APPLICATION AREAS 13
1.5 REAL-TIME INTERACTIVE COMPUTING ENVIRONMENT 15
1.6 TASK DEFINITION AND APPROACH 15
1.7 GUIDE THROUGH CHAPTERS 17
2 INTERACTIVE COMPUTING 19
2.1 CHALLENGES IN BUILDING A SCALABLE INTERACTIVE COMPUTING ENVIRONMENT
20
2.2 EFFICIENT SIMULATION BASIS 22
2.2.1 APPROXIMATION 22
2.2.2 SOLVERS 27
2.3 HIGH PERFORMANCE COMPUTING (HPC) 31
2.3.1 STATE OF THE ART PARALLEL COMPUTER ARCHITECTURES 32
2.3.2 PARALLEL PROGRAMS 34
2.3.3 DECOMPOSITION 35
2.3.4 MAPPING OF THE TASKS 40
2.3.5 LOAD BALANCING (LB) 42
2.3.6 PARALLELISATION AND COMMUNICATION APIS, LIBRARIES AND MIDDLEWARE
42
HTTP://D-NB.INFO/1044281855
II
CONTENTS
2.3.7 EXAMPLES 45
2.4 POSTPROCESSING AND COMMUNICATION 47
2.4.1 NETWORK HARDWARE 50
2.4.2 CHALLENGES 50
2.5 VISUALISATION 51
2.5.1 GPU HARDWARE 51
2.5.2 GPU COMPUTING 51
2.5.3 SCIENTIFIC VISUALISATION 52
2.6 SOFTWARE ENGINEERING 54
2.6.1 DESIGN PATTERNS 54
2.6.2 DATAFLOW MODEL - ADVANTAGES FOR INTERACTIVE STEERING ... 54
2.7 STATE-OF-THE-ART INTERACTIVE STEERING ENVIRONMENTS 55
2.7.1 FRAMEWORKS 55
2.7.2 TOOLKITS 55
2.7.3 PSES, ENVIRONMENTS AND SYSTEMS 56
2.7.4 LIBRARIES 57
2.7.5 COLLABORATIVE STEERING 57
2.8 PROJECTS WITHIN THE CHAIR FOR COMPUTATION IN ENGINEERING .... 59
2.9 DIFFERENCE OF OUR APPROACH 60
2.10 CONCLUSIONS 60
3 IMPLEMENTATION 63
3.1 THE CONCEPT OF THE FRAMEWORK 63
3.1.1 SIGNALS INTRODUCTION 65
3.1.2 THE CONCEPT OF THE FRAMEWORK 74
3.1.3 CHALLENGES 78
3.1.4 EXAMPLE 83
3.2 FRAMEWORK AND MULTITHREADING 84
3.2.1 SIGNALS AND MULTITHREADING 85
3.2.2 THE CONCEPT OF THE FRAMEWORK 85
3.2.3 CHALLENGES 86
3.2.4 EXAMPLE 88
3.3 FRAMEWORK AND DISTRIBUTED/HYBRID SCENARIO 88
3.3.1 SIGNALS AND DISTRIBUTED SCENARIO 90
3.3.2 THE CONCEPT OF THE FRAMEWORK 90
3.3.3 CHALLENGES 90
3.3.4 EXAMPLE 92
3.4 SUGGESTED HIERARCHICAL APPROACHES 93
3.4.1 H-REFINEMENT 95
3.4.2 UP- AND DOWN-SAMPLING 96
3.4.3 P-REFINEMENT 97
3.5 DATA TRANSFER 99
3.5.1 OUR FRAMEWORK FUNCTIONALITY FOR COMMUNICATION 99
3.5.2 FAST DATA TRANSFER 99
3.6 VISUALISATION AND GUI EVONT-END 100
3.6.1 CHALLENGES 100
3.7 RESULTS 102
CONTENTS
III
3.7.1 OVERHEAD OF THE FRAMEWORK 102
3.7.2 COMPARISON OF THE RESULTS FOR LINEAR AND HIERARCHICAL BROADCAST
103
3.8 CONCLUSIONS 103
4 APPLICATION 111
4.1 INTERACTIVE COMPUTING IN ENGINEERING APPLICATIONS ILL
4.2 2D HEAT CONDUCTION SIMULATION 112
4.2.1 PROBLEM DESCRIPTION 112
4.2.2 SIMULATION 113
4.2.3 INTERACTIVE VISUALISATION 113
4.2.4 COMMUNICATION PATTERN 113
4.2.5 INITIAL SETTINGS 114
4.2.6 USER INTERACTION 114
4.2.7 THE FTAMEWORK IN ACTION 114
4.2.8 HIERARCHICAL APPROACH 115
4.2.9 RESULTS 118
4.2.10 EFFORT TO INTEGRATE THE FRAMEWORK 118
4.3 AGENT SOFTWARE 119
4.3.1 PROBLEM DESCRIPTION 119
4.3.2 SIMULATION 119
4.3.3 INTERACTIVE VISUALISATION 120
4.3.4 COMMUNICATION PATTERN 120
4.3.5 INITIAL SETTINGS 120
4.3.6 USER INTERACTION 120
4.3.7 THE FRAMEWORK IN ACTION 121
4.3.8 HIERARCHICAL APPROACH 121
4.3.9 RESULTS 122
4.3.10 EFFORT TO INTEGRATE THE FRAMEWORK 125
4.4 THE SCIRUN SOFTWARE 126
4.4.1 PROBLEM DESCRIPTION 126
4.4.2 SIMULATION 126
4.4.3 INTERACTIVE VISUALISATION 127
4.4.4 COMMUNICATION PATTERN 127
4.4.5 INITIAL SETTINGS 128
4.4.6 USER INTERACTION 128
4.4.7 THE FRAMEWORK IN ACTION 128
4.4.8 RESULTS 130
4.4.9 EFFORT TO INTEGRATE THE FRAMEWORK 132
4.5 VIRTUAL PLANNING OF HIP-JOINT SURGERIES * BONE 133
4.5.1 PROBLEM STATEMENT 133
4.5.2 SIMULATION 133
4.5.3 INTERACTIVE VISUALISATION 134
4.5.4 COMMUNICATION 135
4.5.5 THE FRAMEWORK IN ACTION 135
4.5.6 HIERARCHICAL APPROACH 138
4.5.7 PARALLELISATION FOR HIERARCHICALLY ORGANISED TASKS 141
4.5.8 RESULTS 150
IV
CONTENTS
4.5.9 EFFORT TO INTEGRATE THE FRAMEWORK 155
4.6 CONCLUSIONS 157
4.6.1 HIERARCHICAL APPROACHES 159
4.6.2 EFFORT TO INTEGRATE THE FRAMEWORK 159
5 SUMMARY 161
5.1 CONCLUSIONS 162
5.2 OUTLOOK 163
APPENDIX: CODE MODIFICATIONS 165
BIBLIOGRAPHY 171
|
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| spelling | Knežević, Jovana Verfasser aut A high-performance computational steering framework for engineering applications Jovana Knežević 2013 IV, 184 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier München, Techn. Univ., Diss., 2013 Framework Informatik (DE-588)4464685-9 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Explorative Datenanalyse (DE-588)4128896-8 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Framework Informatik (DE-588)4464685-9 s Datenanalyse (DE-588)4123037-1 s Explorative Datenanalyse (DE-588)4128896-8 s DE-604 Erscheint auch als Online-Ausgabe urn:nbn:de:bvb:91-diss-20130729-1141219-0-3 http://mediatum.ub.tum.de/node?id=1141219 Verlag kostenfrei Volltext https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20130729-1141219-0-3 Resolving-System DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026825208&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Knežević, Jovana A high-performance computational steering framework for engineering applications Framework Informatik (DE-588)4464685-9 gnd Datenanalyse (DE-588)4123037-1 gnd Explorative Datenanalyse (DE-588)4128896-8 gnd |
| subject_GND | (DE-588)4464685-9 (DE-588)4123037-1 (DE-588)4128896-8 (DE-588)4113937-9 |
| title | A high-performance computational steering framework for engineering applications |
| title_auth | A high-performance computational steering framework for engineering applications |
| title_exact_search | A high-performance computational steering framework for engineering applications |
| title_full | A high-performance computational steering framework for engineering applications Jovana Knežević |
| title_fullStr | A high-performance computational steering framework for engineering applications Jovana Knežević |
| title_full_unstemmed | A high-performance computational steering framework for engineering applications Jovana Knežević |
| title_short | A high-performance computational steering framework for engineering applications |
| title_sort | a high performance computational steering framework for engineering applications |
| topic | Framework Informatik (DE-588)4464685-9 gnd Datenanalyse (DE-588)4123037-1 gnd Explorative Datenanalyse (DE-588)4128896-8 gnd |
| topic_facet | Framework Informatik Datenanalyse Explorative Datenanalyse Hochschulschrift |
| url | http://mediatum.ub.tum.de/node?id=1141219 https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20130729-1141219-0-3 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=026825208&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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