Parallel processing and parallel algorithms: theory and computation
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York ; Berlin ; Heidelberg ; Barcelona ; Hong Kong ; London
Springer
2000
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Literaturverz. S. 535 - 546 |
| Physical Description: | XIX, 566 S. graph. Darst. 25 cm |
| ISBN: | 0387987169 |
Staff View
MARC
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| 100 | 1 | |a Roosta, Seyed H. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Parallel processing and parallel algorithms |b theory and computation |c Seyed H. Roosta |
| 264 | 1 | |a New York ; Berlin ; Heidelberg ; Barcelona ; Hong Kong ; London |b Springer |c 2000 | |
| 300 | |a XIX, 566 S. |b graph. Darst. |c 25 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Literaturverz. S. 535 - 546 | ||
| 650 | 7 | |a Algoritmen |2 gtt | |
| 650 | 7 | |a Parallelprogrammering |2 gtt | |
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| 650 | 4 | |a Parallel processing (Electronic computers) | |
| 650 | 4 | |a Parallel programming (Computer science) | |
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Record in the Search Index
| _version_ | 1807504718885289984 |
|---|---|
| adam_text |
CONTENTS
PREFACE
.
.
VII
1
COMPUTER
ARCHITECTURE
.
1
1.1
CLASSIFICATION
OF
COMPUTER
ARCHITECTURES
.
2
1.2
PARALLEL
ARCHITECTURES
.
4
1.2.1
SIMD
ARCHITECTURES
.
6
1.2.2
MISD
ARCHITECTURES
.
13
1.2.3
MIMD
ARCHITECTURES
.
23
1.2.4
SIMD-MIMD
HYBRID
ARCHITECTURES
.
30
1.3
DATA
FLOW
ARCHITECTURES
.
35
1.3.1
STATIC
DATA
FLOW
ARCHITECTURES
.
38
1.3.2
RECONFIGURABLE
STATIC
DATA
FLOW
ARCHITECTURES
.
39
1.3.3
DYNAMIC
DATA
FLOW
ARCHITECTURES
.
43
SUMMARY
.
50
EXERCISES
.
54
2
COMPONENTS
OF
PARALLEL
COMPUTERS.
57
2.1
MEMORY
.
58
2.2
INTERCONNECTION
NETWORKS
.
66
2.2.1
LINEAR
AND
RING
.
67
2.2.2
SHUFFLE
EXCHANGE
.
68
2.2.3
TWO-DIMENSIONAL
MESH
.
70
2.2.4
HYPERCUBE
OR
N-CUBE
.
71
2.2.5
STAR
.
72
2.2.6
DE
BRUIJN
.
72
2.2.7
BINARY
TREE
.
74
2.2.8
DELTA
.
75
2.2.9
BUTTERFLY
.
76
XVI
PARALLEL
PROCESSING
AND
PARALLEL
ALGORITHMS
2.2.10
OMEGA
.
77
2.2.11
PYRAMID
.
79
2.3
GOODNESS
MEASURES
FOR
INTERCONNECTION
NETWORKS
.
82
2.4
COMPILERS
.
83
2.5
OPERATING
SYSTEMS
.
90
2.6
INPUT
AND
OUTPUT
CONSTRAINTS
.
100
SUMMARY
.
102
EXERCISES
.
105
3
PRINCIPLES
OF
PARALLEL
PROGRAMMING
.
109
3.1
PROGRAMMING
LANGUAGES
FOR
PARALLEL
PROCESSING
.
112
3.2
PRECEDENCE
GRAPH
OF
A
PROCESS
.
113
3.3
DATA
PARALLELISM
VERSUS
CONTROL
PARALLELISM
.
117
3.4
MESSAGE
PASSING
VERSUS
SHARED
ADDRESS
SPACE
.
120
3.5
MAPPING
.
123
3.5.1
MAPPING
TO
ASYNCHRONOUS
ARCHITECTURE
.
125
3.5.2
MAPPING
TO
SYNCHRONOUS
ARCHITECTURE
.
125
3.5.3
MAPPING
TO
DISTRIBUTED
ARCHITECTURE
.
126
3.6
GRANULARITY
.
126
3.6.1
PROGRAM
LEVEL
PARALLELISM
.
128
3.6.2
PROCEDURE
LEVEL
PARALLELISM
.
129
3.6.3
STATEMENT
LEVEL
PARALLELISM
.
130
SUMMARY
.
131
EXERCISES
.
133
4
PARALLEL
PROGRAMMING
APPROACHES
.
137
4.1
PARALLEL
PROGRAMMING
WITH
UNIX
.
140
4.2
PARALLEL
PROGRAMMING
WITH
PCN
.
149
4.3
PARALLEL
PROGRAMMING
WITH
PVM
.
165
4.4
PARALLEL
PROGRAMMING
WITH
C-LINDA
.
177
4.5
PARALLEL
PROGRAMMING
WITH
EPT
.
191
4.6
PARALLEL
PROGRAMMING
WITH
CHARM
.
204
SUMMARY
.
214
CONTENTS
XVII
5
PRINCIPLES
OF
PARALLEL
ALGORITHM
DESIGN
.
217
5.1
DESIGN
APPROACHES
.
220
5.2
DESIGN
ISSUES
.
222
5.3
PERFORMANCE
MEASURES
AND
ANALYSIS.
226
5.3.1
AMDAHL
'
S
AND
GUSTAFSON
'
S
LAWS
.
227
5.3.2
SPEEDUP
FACTOR
AND
EFFICIENCY
.
228
5.3.3
COST
AND
UTILIZATION
.
230
5.3.4
EXECUTION
RATE
AND
REDUNDANCY
.
232
5.4
COMPLEXITIES
.
233
5.4.1
SEQUENTIAL
COMPUTATION
COMPLEXITY
.
234
5.4.2
PARALLEL
COMPUTATION
COMPLEXITY
.
234
5.5
ANOMALIES
IN
PARALLEL
ALGORITHMS
.
237
5.6
PSEUDOCODE
CONVENTIONS
FOR
PARALLEL
ALGORITHMS
.
239
5.7
COMPARISON
OF
SIMD
AND
MIMD
ALGORITHMS
.
244
SUMMARY
.
250
EXERCISES
.
253
6
PARALLEL
GRAPH
ALGORITHMS
.
259
6.1
CONNECTED
COMPONENTS
.
262
6.2
PATHS
AND
ALL-PAIRS
SHORTEST
PATHS
.
275
6.3
MINIMUM
SPANNING
TREES
AND
FORESTS
.
284
6.4
TRAVELING
SALESMAN
PROBLEM
.
294
6.5
CYCLES
IN
A
GRAPH
.
302
6.6
COLORING
OF
GRAPHS
.
306
SUMMARY
.
312
EXERCISES
.
315
7
PARALLEL
SEARCH
ALGORITHMS
.
319
7.1
DIVIDE
AND
CONQUER
.
320
7.2
DEPTH-FIRST
SEARCH
.
324
7.3
BREADTH-FIRST
SEARCH
.
329
7.4
BEST-FIRST
SEARCH
.
333
7.5
BRANCH-AND-BOUND
SEARCH
.
336
7.6
ALPHA-BETA
MINIMAX
SEARCH
.
341
XVIII
PARALLEL
PROCESSING
AND
PARALLEL
ALGORITHMS
SUMMARY
.
349
EXERCISES
.
351
8
PARALLEL
COMPUTATIONAL
ALGORITHMS
.
355
8.1
PREFIX
COMPUTATION
.
357
8.2
TRANSITIVE
CLOSURE
.
363
8.3
MATRIX
COMPUTATION
.
367
8.3.1
MATRIX-VECTOR
MULTIPLICATION
.
370
8.3.2
MATRIX-MATRIX
MULTIPLICATION
.
374
8.4
SYSTEM
OF
LINEAR
EQUATIONS
.
380
8.5
COMPUTING
DETERMINANTS
.
390
8.6
EXPRESSION
EVALUATION
.
392
8.7
SORTING
.
397
SUMMARY
.
405
EXERCISES
.
407
9
DATA
FLOW
AND
FUNCTIONAL
PROGRAMMING
.
411
9.1
DATA
FLOW
PROGRAMMING
.412
9.1.1
DATA
FLOW
PROGRAMMING
LANGUAGE
PRINCIPLES
.414
9.1.2
VALUE-ORIENTED
ALGORITHMIC
LANGUAGE
(VAL)
.
418
9.2
FUNCTIONAL
PROGRAMMING
.
423
9.2.1
FUNCTIONAL
PROGRAMMING
LANGUAGE
PRINCIPLES
.
425
9.2.2
STREAM
AND
ITERATIONS
IN
SINGLE
ASSIGNMENT
LANGUAGE
(SISAL).429
SUMMARY
.436
10
ASYNCHRONOUS
PARALLEL
PROGRAMMING
.439
10.1
PARALLEL
PROGRAMMING
WITH
ADA
.
441
10.2
PARALLEL
PROGRAMMING
WITH
OCCAM
.
453
10.3
PARALLEL
PROGRAMMING
WITH
MODULA-2
.464
SUMMARY
.
474
CONTENTS
XIX
11
DATA
PARALLEL
PROGRAMMING.
477
11.1
DATA
PARALLEL
PROGRAMMING
WITH
C*
.
480
11.1.1
PARALLEL
VARIABLES
.
482
11.1.2
PARALLEL
OPERATIONS
.
483
11.1.3
PARALLEL
COMMUNICATION
.
486
11.2
DATA
PARALLEL
PROGRAMMING
WITH
FORTRAN
90
.
489
11.2.1
VARIABLE
DECLARATIONS
.
491
11.2.2
ARRAY
ASSIGNMENT
STATEMENTS
.
491
11.2.3
ARRAY
INTRINSIC
FUNCTIONS
.
494
SUMMARY
.
496
EXERCISES
.
497
12
ARTIFICIAL
INTELLIGENCE
AND
PARALLEL
PROCESSING
.
501
12.1
PRODUCTION
SYSTEMS
.
502
12.2
REASONING
SYSTEMS
.
504
12.3
PARALLELISM
ANALYSIS
.
505
12.4
PARALLELIZING
AI
ALGORITHMS
.
508
12.5
PARALLELIZING
AI
ARCHITECTURES
.
510
12.6
PARALLELIZING
AI
PROGRAMMING
LANGUAGES
.
513
12.6.1
CONCURRENT
PROLOG
LOGIC
PROGRAMMING
LANGUAGE.
518
12.6.2
MULTILISP
FUNCTIONAL
PROGRAMMING
LANGUAGE
.
524
12.7
NEURAL
NETWORKS
OR
PARALLEL
DISTRIBUTED
PROCESSING
.
527
SUMMARY
.
531
EXERCISES
.
532
BIBLIOGRAPHY
.
535
GLOSSARY
.
547
AUTHOR
INDEX
.
551
SUBJECT
INDEX
.
555 |
| any_adam_object | 1 |
| author | Roosta, Seyed H. |
| author_facet | Roosta, Seyed H. |
| author_role | aut |
| author_sort | Roosta, Seyed H. |
| author_variant | s h r sh shr |
| building | Verbundindex |
| bvnumber | BV013016854 |
| callnumber-first | Q - Science |
| callnumber-label | QA76 |
| callnumber-raw | QA76.58 |
| callnumber-search | QA76.58 |
| callnumber-sort | QA 276.58 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | SK 150 ST 150 ST 151 |
| classification_tum | DAT 516f DAT 403f DAT 216f |
| ctrlnum | (OCoLC)44806695 (DE-599)BVBBV013016854 |
| dewey-full | 004/.35 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science |
| dewey-raw | 004/.35 |
| dewey-search | 004/.35 |
| dewey-sort | 14 235 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Mathematik |
| format | Book |
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| id | DE-604.BV013016854 |
| illustrated | Illustrated |
| indexdate | 2024-08-16T01:13:44Z |
| institution | BVB |
| isbn | 0387987169 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-008869556 |
| oclc_num | 44806695 |
| open_access_boolean | |
| owner | DE-739 DE-384 DE-91G DE-BY-TUM DE-29T DE-703 DE-83 DE-11 |
| owner_facet | DE-739 DE-384 DE-91G DE-BY-TUM DE-29T DE-703 DE-83 DE-11 |
| physical | XIX, 566 S. graph. Darst. 25 cm |
| publishDate | 2000 |
| publishDateSearch | 2000 |
| publishDateSort | 2000 |
| publisher | Springer |
| record_format | marc |
| spelling | Roosta, Seyed H. Verfasser aut Parallel processing and parallel algorithms theory and computation Seyed H. Roosta New York ; Berlin ; Heidelberg ; Barcelona ; Hong Kong ; London Springer 2000 XIX, 566 S. graph. Darst. 25 cm txt rdacontent n rdamedia nc rdacarrier Literaturverz. S. 535 - 546 Algoritmen gtt Parallelprogrammering gtt Computer algorithms Parallel processing (Electronic computers) Parallel programming (Computer science) Parallelverarbeitung (DE-588)4075860-6 gnd rswk-swf Parallelrechner (DE-588)4173280-7 gnd rswk-swf Programmierung (DE-588)4076370-5 gnd rswk-swf Paralleler Algorithmus (DE-588)4193615-2 gnd rswk-swf Parallelrechner (DE-588)4173280-7 s DE-604 Parallelverarbeitung (DE-588)4075860-6 s Programmierung (DE-588)4076370-5 s Paralleler Algorithmus (DE-588)4193615-2 s DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008869556&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Roosta, Seyed H. Parallel processing and parallel algorithms theory and computation Algoritmen gtt Parallelprogrammering gtt Computer algorithms Parallel processing (Electronic computers) Parallel programming (Computer science) Parallelverarbeitung (DE-588)4075860-6 gnd Parallelrechner (DE-588)4173280-7 gnd Programmierung (DE-588)4076370-5 gnd Paralleler Algorithmus (DE-588)4193615-2 gnd |
| subject_GND | (DE-588)4075860-6 (DE-588)4173280-7 (DE-588)4076370-5 (DE-588)4193615-2 |
| title | Parallel processing and parallel algorithms theory and computation |
| title_auth | Parallel processing and parallel algorithms theory and computation |
| title_exact_search | Parallel processing and parallel algorithms theory and computation |
| title_full | Parallel processing and parallel algorithms theory and computation Seyed H. Roosta |
| title_fullStr | Parallel processing and parallel algorithms theory and computation Seyed H. Roosta |
| title_full_unstemmed | Parallel processing and parallel algorithms theory and computation Seyed H. Roosta |
| title_short | Parallel processing and parallel algorithms |
| title_sort | parallel processing and parallel algorithms theory and computation |
| title_sub | theory and computation |
| topic | Algoritmen gtt Parallelprogrammering gtt Computer algorithms Parallel processing (Electronic computers) Parallel programming (Computer science) Parallelverarbeitung (DE-588)4075860-6 gnd Parallelrechner (DE-588)4173280-7 gnd Programmierung (DE-588)4076370-5 gnd Paralleler Algorithmus (DE-588)4193615-2 gnd |
| topic_facet | Algoritmen Parallelprogrammering Computer algorithms Parallel processing (Electronic computers) Parallel programming (Computer science) Parallelverarbeitung Parallelrechner Programmierung Paralleler Algorithmus |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008869556&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT roostaseyedh parallelprocessingandparallelalgorithmstheoryandcomputation |