Performance optimization methods in SVM systems:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | Undetermined |
| Veröffentlicht: |
1996
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | München, Techn. Univ., Diss., 1996 |
| Beschreibung: | XII, 158 S. Ill., graph. Darst. |
Internformat
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| 100 | 1 | |a Hackenberg, Rudolf G. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Performance optimization methods in SVM systems |c Rudolf G. Hackenberg |
| 264 | 1 | |c 1996 | |
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| 336 | |b txt |2 rdacontent | ||
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Datensatz im Suchindex
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|---|---|
| adam_text |
CONTENTS
1 INTRODUCTION
2
1.1 SVM DEVELOPMENT AND OPTIMIZATION. 1
1.2 RESEARCH OBJECTIVE. 3
2 SVM DESIGN ISSUES
5
2.1 TERMINOLOGY. 5
2.1.1 DISTRIBUTED SHARED MEMORY (DSM). 6
2.1.2 VIRTUAL SHARED MEMORY (VSM). 6
2.1.3 SHARED VIRTUAL MEMORY (SVM). 6
2.1.4 DISTRIBUTED SHARED OBJECT MEMORY (DSOM). 7
2.1.5 SUMMARY. 7
2.2 IMPLEMENTATION LEVELS. 10
2.2.1 USER LEVEL. N
2.2.2 OPERATING SYSTEM LEVEL.
\\
2.2.3 HARDWARE-LEVEL. 12
2.2.4 HYBRID MODELS . 17
2.2.5 STRUCTURE AND GRANULARITY. 17
2.2.6 PERFORMANCE DISCUSSION . 19
2.3 MEMORY MODELS. 22
2.3.1 MOTIVATION. 22
2.3.2 DESIGN SPACE. 23
2.3.3 FORMAL FRAMEWORK. 25
2.3.4 STRONG COHERENCY. 26
2.3.5 WEAKENING ORDER RESTRICTIONS. 28
2.3.6 SYNCHRONIZATION MECHANISMS. 35
2.4 CONSISTENCY MECHANISMS. 37
2.4.1 SHARED DATA INCONSISTENCY. 37
2.4.2 COMPILE TIME ANALYSIS. 38
2.4.3 RUN-TIME ANALYSIS. 40
2.4.4 SNOOPY BUS PROTOCOLS . 41
2.4.5 DIRECTORY-BASED SCHEMES. 44
2.5 BASIC SVM MANAGEMENT ALGORITHMS . 47
2.5.1 CENTRAL SERVER ALGORITHM. 48
2.5.2 MIGRATION ALGORITHM. 50
2.5.3 READ-REPLICATION ALGORITHM. 51
2.5.4 FULL-REPLICATION ALGORITHM. 54
V
BIBLIOGRAFISCHE INFORMATIONEN
HTTP://D-NB.INFO/948880791
VI
CONTENTS
2.6
2.5.5 VARIANTS.
A SVM TAXONOMY.
2.6.1 ARCHITECTURAL CONFIGURATION
2.6.2 SHARED DATA ORGANIZATION
2.6.3 IMPLEMENTATION ISSUES . .
2.6.4 PROGRAMMABILITY.
55
55
57
57
58
60
3
PRINCIPLES AND LIMITATIONS OF EXISTING SVM IMPLEMENTATIONS
3.1 USER-LEVEL IMPLEMENTATIONS.
3.1.1 LINDA .
3.1.2 ORCA.
3.1.3 IVY.
3.1.4 MUNIN.
3.2 OS-LEVEL IMPLEMENTATIONS.
3.2.1 KOAN/MYOAN.
3.2.2 ASVM.
3.3 HARDWARE DESIGN.
3.3.1 DASH PROJECT.
3.3.2 KENDALL SQUARE RESEARCH (KSR).
3.3.3 SCALABLE COHERENT INTERFACE (SCI).
3.4 SVM SYSTEM OVERVIEW.
3.5 EVALUATION.
3.5.1 COMMUNICATION COST.
3.5.2 DATA LOCALITY.
3.5.3 REMOTE ACCESS ORGANIZATION.
3.5.4 SYNCHRONIZATION.
3.5.5 PROGRAMMING MODEL.
3.5.6 RESEARCH OBJECTIVE.
63
63
63
67
68
69
70
70
71
73
73
75
77
79
81
81
82
83
83
83
84
4
TECHNICAL APPROACH
4.1 MACH MICRO-KERNEL ARCHITECTURE.
4.1.1 MACH 3.0 MICRO-KERNEL CONCEPT.
4.1.2 EXTERNAL MEMORY MANAGEMENT UNDER MACH
4.1.3 MACH SVM MANAGEMENT.
4.2 PARAGON.
4.3 MAX.
4.3.1 MAX DESIGN OVERVIEW.
4.3.2 MAX IMPLEMENTATION ISSUES.
4.4 SIMULATION ENVIRONMENT.
4.4.1 WORKING ENVIRONMENT .
4.4.2 MODELING APPROACH.
4.4.3 MODEL ABSTRACTION.
4.4.4 MODEL BEHAVIOR.
85
85
86
87
88
89
90
90
91
96
96
97
97
98
CONTENTS
VII
5 APPLICATION CLASSIFICATION 101
5.1 PROPOSED CLASSIFICATION SCHEME.102
5.2 PHYSICAL MODEL.103
5.3 DISCRETE MODEL.103
5.3.1 NUMERICAL DISCRETIZATION METHODS.104
5.3.2 COMPUTATIONAL SPACE.104
5.3.3 DISCRETIZATION DENSITY.107
5.3.4 DISCRETIZATION CONNECTIVITY .108
5.4 SOLUTION MODEL.108
5.4.1 TIMELY COUPLING.108
5.5 SUMMARY .109
5.6 RELAXATION PROBLEM.112
5.6.1 PHYSICAL MODEL.112
5.6.2 DISCRETE MODEL.113
5.6.3 SOLUTION MODEL. 114
5.7 LINEAR SOLVER .114
5.7.1 SOLUTION MODEL.114
5.8 PARTICLE DYNAMICS PROBLEM .115
5.8.1 PHYSICAL MODEL.116
5.8.2 DISCRETE MODEL.116
5.8.3 SOLUTION MODEL.116
5.9 OPTIMAL CONTROL PROBLEM .117
5.9.1 PHYSICAL MODEL.118
5.9.2 DISCRETE AND SOLUTION MODEL.118
6 HIGH-LEVEL MAPPING OF APPLICATION CLASSES ONTO SVM 121
6.1 COMMUNICATION STRUCTURE. 122
6.1.1 SVM PERFORMANCE IMPLICATIONS.122
6.2 MAPPING CONCEPT.126
6.2.1 SVM CONFIGURATION SPACE.126
6.2.2 HIGH-LEVEL PERCEPTION OF SVM CONFIGURATIONS.126
7 MAPPING EVALUATION 129
7.1 OBSERVATION ENVIRONMENT .129
7.2 MEASUREMENTS.131
7.2.1 SINGLE DISCRETE MODEL CLASS.131
7.2.2 ARCHITECTURAL IMPACT.135
7.2.3 DIFFERENT DISCRETE MODEL CLASS.139
7.3 DISCUSSION.142
8 CONCLUSION 143
8.1 SUMMARY .143
8.2 FUTURE WORK.145
REFERENCES
146 |
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| author | Hackenberg, Rudolf G. |
| author_facet | Hackenberg, Rudolf G. |
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| author_sort | Hackenberg, Rudolf G. |
| author_variant | r g h rg rgh |
| building | Verbundindex |
| bvnumber | BV011005529 |
| classification_tum | DAT 406d DAT 407d DAT 403d |
| ctrlnum | (OCoLC)645668641 (DE-599)BVBBV011005529 |
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| id | DE-604.BV011005529 |
| illustrated | Illustrated |
| indexdate | 2024-10-09T16:11:40Z |
| institution | BVB |
| language | Undetermined |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007368321 |
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| physical | XII, 158 S. Ill., graph. Darst. |
| publishDate | 1996 |
| publishDateSearch | 1996 |
| publishDateSort | 1996 |
| record_format | marc |
| spelling | Hackenberg, Rudolf G. Verfasser aut Performance optimization methods in SVM systems Rudolf G. Hackenberg 1996 XII, 158 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier München, Techn. Univ., Diss., 1996 Verteilter Speicher (DE-588)4263487-8 gnd rswk-swf Virtueller Speicher (DE-588)4381328-8 gnd rswk-swf Gemeinsamer Speicher (DE-588)4294156-8 gnd rswk-swf Leistungssteigerung (DE-588)4167306-2 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Verteilter Speicher (DE-588)4263487-8 s Virtueller Speicher (DE-588)4381328-8 s Leistungssteigerung (DE-588)4167306-2 s DE-604 Gemeinsamer Speicher (DE-588)4294156-8 s DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007368321&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Hackenberg, Rudolf G. Performance optimization methods in SVM systems Verteilter Speicher (DE-588)4263487-8 gnd Virtueller Speicher (DE-588)4381328-8 gnd Gemeinsamer Speicher (DE-588)4294156-8 gnd Leistungssteigerung (DE-588)4167306-2 gnd |
| subject_GND | (DE-588)4263487-8 (DE-588)4381328-8 (DE-588)4294156-8 (DE-588)4167306-2 (DE-588)4113937-9 |
| title | Performance optimization methods in SVM systems |
| title_auth | Performance optimization methods in SVM systems |
| title_exact_search | Performance optimization methods in SVM systems |
| title_full | Performance optimization methods in SVM systems Rudolf G. Hackenberg |
| title_fullStr | Performance optimization methods in SVM systems Rudolf G. Hackenberg |
| title_full_unstemmed | Performance optimization methods in SVM systems Rudolf G. Hackenberg |
| title_short | Performance optimization methods in SVM systems |
| title_sort | performance optimization methods in svm systems |
| topic | Verteilter Speicher (DE-588)4263487-8 gnd Virtueller Speicher (DE-588)4381328-8 gnd Gemeinsamer Speicher (DE-588)4294156-8 gnd Leistungssteigerung (DE-588)4167306-2 gnd |
| topic_facet | Verteilter Speicher Virtueller Speicher Gemeinsamer Speicher Leistungssteigerung Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007368321&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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