Introduction to grid computing:
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Boca Raton, Fla. [u.a.]
CRC Press
2009
|
| Series: | Numerical analysis and scientific computing
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XXIII, 310 S. Ill. |
| ISBN: | 9781420074062 |
Staff View
MARC
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| 245 | 1 | 0 | |a Introduction to grid computing |c by Frédéric Magoulès ... |
| 246 | 1 | 3 | |a Grid computing |
| 264 | 1 | |a Boca Raton, Fla. [u.a.] |b CRC Press |c 2009 | |
| 300 | |a XXIII, 310 S. |b Ill. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Numerical analysis and scientific computing | |
| 650 | 4 | |a Computational grids (Computer systems) | |
| 650 | 4 | |a Computational grids (Computer systems) | |
| 650 | 0 | 7 | |a Grid Computing |0 (DE-588)4743648-7 |2 gnd |9 rswk-swf |
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| 999 | |a oai:aleph.bib-bvb.de:BVB01-016517029 | ||
Record in the Search Index
| _version_ | 1804137684161003520 |
|---|---|
| adam_text | Contents
Definition
of Grid
Computing 1
1.1
Introduction
........................... 1
1.2
Grid versus Other Distributed Systems
............ 2
1.3
Motivations for Using a Grid
.................. 3
1.3.1
Enabling Formation of Virtual Organizations
..... 3
1.3.2
Fault Tolerance and Reliability
............. 3
1.3.3
Balancing and Sharing Varied Resources
........ 4
1.3.4
Parallel Processing
.................... 4
1.3.5
Quality of Service (QoS)
................. 4
1.4
Grid Architecture: Basic Concepts
............... 5
1.4.1
Security
.......................... 6
1.4.2
Resource Management
.................. 6
1.4.3
Data Management
.................... 6
1.4.4
Information Discovery and Monitoring
......... 7
1.5
Some Standards for Grid
.................... 7
1.5.1
Web Services
....................... 7
1.5.2
Open Grid Services Architecture (OGSA)
....... 8
1.5.3
Open Grid Services Infrastructure (OGSI)
....... 9
1.5.4
Web Services Resource Framework (WSRF)
...... 9
1.5.5
OGSA-DAI
........................ 9
1.6
Quick Overview of Grid Projects
................ 10
1.6.1
American Projects
.................... 10
1.6.2
European Projects
.................... 11
1.6.3
Asian Projects
...................... 13
References
............................... 15
Data Management
17
2.1
Introduction
........................... 17
2.2
Data Management Requirements
................ 18
2.2.1
Static Data and Dynamic Data
............. 18
2.2.2
Data Management Addressing Problems
........ 19
2.3
Functionalities of Data Management
.............. 19
2.3.1
Data Replication Management
............. 19
2.3.2
Metadata Management
................. 20
2.3.3
Publication and Discovery
................ 21
2.3.4
Data Transport
...................... 21
2.3.5
Data Translation and Transformation
......... 22
xix
XX
2.3.6
Transaction Processing
.................. 22
2.3.7
Data
Synchronization
.................. 22
2.3.8
Authentication,
Access
Control, and Accounting
... 24
2.3.9
Data Access and Storage Management
......... 24
2.3.10
Data Integration
..................... 25
2.4
Metadata Service in Grids
................... 25
2.4.1
Metadata Types
..................... 26
2.4.2
Metadata Service
..................... 28
2.5
Replication
............................ 28
2.6
Effective Data Transfer
..................... 31
References
............................... 33
Grid Scheduling and Information Services
35
3.1
Introduction
........................... 35
3.2
Job Mapping and Scheduling
.................. 36
3.2.1
Mapping Heuristics
.................... 37
3.2.2
Scheduling Algorithms and Strategies
......... 41
3.2.3
Data-Intensive Service Scheduling
........... 44
3.3
Service Monitoring and Discovery
............... 47
3.3.1
Grid Information System
................ 48
3.3.2
Aggregate Directory
................... 51
3.3.3
Grid Information Service Data Model
......... 52
3.3.4
Grid Service Discovery
.................. 55
3.4
Grid Workflow
.......................... 56
3.4.1
Grid Workflow Management System (GWFMS)
.... 57
3.4.2
Workflow Specification Languages
........... 62
3.4.3
Workflow Scheduling Algorithms
............ 69
3.5
Fault Tolerance in Grids
.................... 72
3.5.1
Fault Tolerance Techniques
............... 73
3.5.2
A Framework for Fault Tolerance in Grids
....... 78
References
............................... 81
Security in Grid Computing
87
4.1
Introduction
........................... 87
4.1.1
Authentication
...................... 87
4.1.2
Authorization
....................... 88
4.1.3
Confidentiality
...................... 88
4.2
Trust and Security in a Grid Environment
.......... 89
4.2.1
Existing Security Technologies
............. 90
4.2.2
Emerging Security Technologies
............. 104
4.3
Getting Started with GSI
....................
Ill
4.3.1
Getting a Certificate
................... 112
4.3.2
Managing Credentials
.................. 113
4.3.3
Proxy Certificates
.................... 115
References
............................... 118
XXI
Grid
Middleware
123
5.1
Overview of Grid Middleware
.................. 123
5.2
Services in Grid Middleware
.................. 125
5.2.1
Elementary Services
................... 125
5.2.2
Advanced Services
.................... 126
5.3
Grid Middleware
......................... 127
5.3.1
Basic Functional Grid Middleware
........... 127
5.3.2
High-Throughput Computing Middleware
....... 132
5.3.3
GridRPC-Based Grid Middleware
........... 137
5.3.4
Peer-to-Peer Grid Middleware
.............. 142
5.3.5
Grid Portals
....................... 143
References
............................... 147
Architectural Overview of Grid Projects
151
6.1
Introduction of Grid Projects
.................. 151
6.2
Security in Grid Projects
.................... 151
6.2.1
Security in Virtual Organizations
............ 152
6.2.2
Realization of Security Mechanisms in Grid Projects
. 153
6.3
Data Management in Grid Projects
.............. 155
6.4
Information Services in Grid Projects
............. 164
6.5
Job Scheduling in Grid Projects
................ 169
6.6
Grid Applications
........................ 173
6.6.1
Physical Sciences Applications
............. 175
6.6.2
Astronomy-Based Applications
............. 175
6.6.3
Biomedical
Applications
................. 175
6.6.4
Earth Observation and Climatology
.......... 175
6.6.5
Other Applications
.................... 176
References
............................... 178
Monte Carlo Method
181
7.1
Introduction
........................... 181
7.2
Fundamentals of the Monte Carlo Method
.......... 181
7.3
Deploying the Monte Carlo Method on Computational Grids
182
7.3.1
Random Number Generator
............... 182
7.3.2
Sequential Random Number Generator
........ 183
7.3.3
Parallel Random Number Generator
.......... 183
7.3.4
Parallel Computation of Trajectories
.......... 184
7.4
Application to Options Pricing in Computational Finance
. . 185
7.4.1
Motivation of the Monte Carlo Method
........ 185
7.4.2
Financial Engineering Based on the Monte Carlo
Method
.......................... 188
7.4.3
Gridifying the Monte Carlo Method
.......... 190
7.5
Application to Nuclear Reactors in Computational Mechanics
201
7.5.1
Nuclear Reactor-Related Criticality Calculations
. . . 201
7.5.2
Monte Carlo Methods for Nuclear Reactors
...... 202
7.5.3
Monte
Carlo Methods for Grid Computing
...... 202
References
............................... 204
8
Partial Differential Equations
207
8.1
Introduction
........................... 207
8.2
Deploying PDEs on Computational Grids
........... 207
8.2.1
Data Parallelization
................... 207
8.2.2
Time Parallelization
................... 209
8.2.3
Spatial Parallelization
.................. 210
8.3
Application to Options Pricing in Computational Finance
. . 214
8.3.1
Black and Scholes Equation
............... 215
8.3.2
Discrete Problem
..................... 217
8.3.3
Parallel Solution of Black and Scholes Equation
.... 217
References
............................... 222
A Globus
225
A.I Overview of
Globus
Toolkit
4.................. 225
A.
2
Installation of
Globus
...................... 226
A.3 GT4 Configuration
....................... 227
A.
4
Main Components and Programming Model
......... 229
A.4.1 Security (GSI)
...................... 229
A.4.2 Data Management (RFT)
................ 231
A.4.3 Job Submission (GRAM)
................ 232
A.
4.4
Information Discovery (MDS)
.............. 233
A.
5
Using
Globus
........................... 234
A.5.1 Definition of Job
..................... 234
A.
5.2
Staging Files
....................... 234
A.
5.3
Job Submission
...................... 235
A.5.4 Job Monitoring
...................... 238
References
............................... 239
В
gLite
241
B.I Introduction
........................... 241
B.2 Internal Workings of gLite
................... 242
B.2.1 Information Service
................... 242
B.2.
2
Workload Management System
............. 245
B.2.3 Job Description Language (JDL)
............ 247
B.2.4 Computing Element
................... 249
B.2.
5
Data Management
.................... 250
B.3 Logging and Book-Keeping (LB)
................ 252
B.4 Security Mechanism
....................... 254
B.5 Using gLite
............................ 255
B.5.1 Initialization
....................... 255
B.5.
2
Job Paths: From Submission to Collection
....... 256
B.5.3 Job Submission
...................... 257
ххш
В.
5.4
Retrieving Job Status
.................. 258
B.5.5 Canceling a Job
..................... 259
B.5.6 Collecting Results of a Job
............... 260
References
............................... 261
С
Advanced Installation of gLite
263
C.I Installation Overview
...................... 263
C.I.I Deployment of gLite
................... 263
C.I.
2
gLite Packages Download and Configuration
...... 264
C.2 Internal Workings of gLite
................... 265
C.2.1 Information and Monitoring System
.......... 265
C.2.2 Workload Manager
.................... 272
C.2.3 Computing Element
................... 274
C.2.
4
Data Management
.................... 278
C.3 Logging and Book-Keeping Server
............... 280
C.4 Security Mechanism
....................... 282
C.5 I/O
................................ 283
0.5.1
gLite I/O Server
..................... 283
C.5.2 gLite I/O Client
..................... 285
C.5.3 User Interface
....................... 286
C.6 VOMS Server and Administration Tools
............ 288
References
............................... 290
Glossary
291
Index
307
|
| adam_txt |
Contents
Definition
of Grid
Computing 1
1.1
Introduction
. 1
1.2
Grid versus Other Distributed Systems
. 2
1.3
Motivations for Using a Grid
. 3
1.3.1
Enabling Formation of Virtual Organizations
. 3
1.3.2
Fault Tolerance and Reliability
. 3
1.3.3
Balancing and Sharing Varied Resources
. 4
1.3.4
Parallel Processing
. 4
1.3.5
Quality of Service (QoS)
. 4
1.4
Grid Architecture: Basic Concepts
. 5
1.4.1
Security
. 6
1.4.2
Resource Management
. 6
1.4.3
Data Management
. 6
1.4.4
Information Discovery and Monitoring
. 7
1.5
Some Standards for Grid
. 7
1.5.1
Web Services
. 7
1.5.2
Open Grid Services Architecture (OGSA)
. 8
1.5.3
Open Grid Services Infrastructure (OGSI)
. 9
1.5.4
Web Services Resource Framework (WSRF)
. 9
1.5.5
OGSA-DAI
. 9
1.6
Quick Overview of Grid Projects
. 10
1.6.1
American Projects
. 10
1.6.2
European Projects
. 11
1.6.3
Asian Projects
. 13
References
. 15
Data Management
17
2.1
Introduction
. 17
2.2
Data Management Requirements
. 18
2.2.1
Static Data and Dynamic Data
. 18
2.2.2
Data Management Addressing Problems
. 19
2.3
Functionalities of Data Management
. 19
2.3.1
Data Replication Management
. 19
2.3.2
Metadata Management
. 20
2.3.3
Publication and Discovery
. 21
2.3.4
Data Transport
. 21
2.3.5
Data Translation and Transformation
. 22
xix
XX
2.3.6
Transaction Processing
. 22
2.3.7
Data
Synchronization
. 22
2.3.8
Authentication,
Access
Control, and Accounting
. 24
2.3.9
Data Access and Storage Management
. 24
2.3.10
Data Integration
. 25
2.4
Metadata Service in Grids
. 25
2.4.1
Metadata Types
. 26
2.4.2
Metadata Service
. 28
2.5
Replication
. 28
2.6
Effective Data Transfer
. 31
References
. 33
Grid Scheduling and Information Services
35
3.1
Introduction
. 35
3.2
Job Mapping and Scheduling
. 36
3.2.1
Mapping Heuristics
. 37
3.2.2
Scheduling Algorithms and Strategies
. 41
3.2.3
Data-Intensive Service Scheduling
. 44
3.3
Service Monitoring and Discovery
. 47
3.3.1
Grid Information System
. 48
3.3.2
Aggregate Directory
. 51
3.3.3
Grid Information Service Data Model
. 52
3.3.4
Grid Service Discovery
. 55
3.4
Grid Workflow
. 56
3.4.1
Grid Workflow Management System (GWFMS)
. 57
3.4.2
Workflow Specification Languages
. 62
3.4.3
Workflow Scheduling Algorithms
. 69
3.5
Fault Tolerance in Grids
. 72
3.5.1
Fault Tolerance Techniques
. 73
3.5.2
A Framework for Fault Tolerance in Grids
. 78
References
. 81
Security in Grid Computing
87
4.1
Introduction
. 87
4.1.1
Authentication
. 87
4.1.2
Authorization
. 88
4.1.3
Confidentiality
. 88
4.2
Trust and Security in a Grid Environment
. 89
4.2.1
Existing Security Technologies
. 90
4.2.2
Emerging Security Technologies
. 104
4.3
Getting Started with GSI
.
Ill
4.3.1
Getting a Certificate
. 112
4.3.2
Managing Credentials
. 113
4.3.3
Proxy Certificates
. 115
References
. 118
XXI
Grid
Middleware
123
5.1
Overview of Grid Middleware
. 123
5.2
Services in Grid Middleware
. 125
5.2.1
Elementary Services
. 125
5.2.2
Advanced Services
. 126
5.3
Grid Middleware
. 127
5.3.1
Basic Functional Grid Middleware
. 127
5.3.2
High-Throughput Computing Middleware
. 132
5.3.3
GridRPC-Based Grid Middleware
. 137
5.3.4
Peer-to-Peer Grid Middleware
. 142
5.3.5
Grid Portals
. 143
References
. 147
Architectural Overview of Grid Projects
151
6.1
Introduction of Grid Projects
. 151
6.2
Security in Grid Projects
. 151
6.2.1
Security in Virtual Organizations
. 152
6.2.2
Realization of Security Mechanisms in Grid Projects
. 153
6.3
Data Management in Grid Projects
. 155
6.4
Information Services in Grid Projects
. 164
6.5
Job Scheduling in Grid Projects
. 169
6.6
Grid Applications
. 173
6.6.1
Physical Sciences Applications
. 175
6.6.2
Astronomy-Based Applications
. 175
6.6.3
Biomedical
Applications
. 175
6.6.4
Earth Observation and Climatology
. 175
6.6.5
Other Applications
. 176
References
. 178
Monte Carlo Method
181
7.1
Introduction
. 181
7.2
Fundamentals of the Monte Carlo Method
. 181
7.3
Deploying the Monte Carlo Method on Computational Grids
182
7.3.1
Random Number Generator
. 182
7.3.2
Sequential Random Number Generator
. 183
7.3.3
Parallel Random Number Generator
. 183
7.3.4
Parallel Computation of Trajectories
. 184
7.4
Application to Options Pricing in Computational Finance
. . 185
7.4.1
Motivation of the Monte Carlo Method
. 185
7.4.2
Financial Engineering Based on the Monte Carlo
Method
. 188
7.4.3
Gridifying the Monte Carlo Method
. 190
7.5
Application to Nuclear Reactors in Computational Mechanics
201
7.5.1
Nuclear Reactor-Related Criticality Calculations
. . . 201
7.5.2
Monte Carlo Methods for Nuclear Reactors
. 202
7.5.3
Monte
Carlo Methods for Grid Computing
. 202
References
. 204
8
Partial Differential Equations
207
8.1
Introduction
. 207
8.2
Deploying PDEs on Computational Grids
. 207
8.2.1
Data Parallelization
. 207
8.2.2
Time Parallelization
. 209
8.2.3
Spatial Parallelization
. 210
8.3
Application to Options Pricing in Computational Finance
. . 214
8.3.1
Black and Scholes Equation
. 215
8.3.2
Discrete Problem
. 217
8.3.3
Parallel Solution of Black and Scholes Equation
. 217
References
. 222
A Globus
225
A.I Overview of
Globus
Toolkit
4. 225
A.
2
Installation of
Globus
. 226
A.3 GT4 Configuration
. 227
A.
4
Main Components and Programming Model
. 229
A.4.1 Security (GSI)
. 229
A.4.2 Data Management (RFT)
. 231
A.4.3 Job Submission (GRAM)
. 232
A.
4.4
Information Discovery (MDS)
. 233
A.
5
Using
Globus
. 234
A.5.1 Definition of Job
. 234
A.
5.2
Staging Files
. 234
A.
5.3
Job Submission
. 235
A.5.4 Job Monitoring
. 238
References
. 239
В
gLite
241
B.I Introduction
. 241
B.2 Internal Workings of gLite
. 242
B.2.1 Information Service
. 242
B.2.
2
Workload Management System
. 245
B.2.3 Job Description Language (JDL)
. 247
B.2.4 Computing Element
. 249
B.2.
5
Data Management
. 250
B.3 Logging and Book-Keeping (LB)
. 252
B.4 Security Mechanism
. 254
B.5 Using gLite
. 255
B.5.1 Initialization
. 255
B.5.
2
Job Paths: From Submission to Collection
. 256
B.5.3 Job Submission
. 257
ххш
В.
5.4
Retrieving Job Status
. 258
B.5.5 Canceling a Job
. 259
B.5.6 Collecting Results of a Job
. 260
References
. 261
С
Advanced Installation of gLite
263
C.I Installation Overview
. 263
C.I.I Deployment of gLite
. 263
C.I.
2
gLite Packages Download and Configuration
. 264
C.2 Internal Workings of gLite
. 265
C.2.1 Information and Monitoring System
. 265
C.2.2 Workload Manager
. 272
C.2.3 Computing Element
. 274
C.2.
4
Data Management
. 278
C.3 Logging and Book-Keeping Server
. 280
C.4 Security Mechanism
. 282
C.5 I/O
. 283
0.5.1
gLite I/O Server
. 283
C.5.2 gLite I/O Client
. 285
C.5.3 User Interface
. 286
C.6 VOMS Server and Administration Tools
. 288
References
. 290
Glossary
291
Index
307 |
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| any_adam_object_boolean | 1 |
| author_GND | (DE-588)136913806 |
| building | Verbundindex |
| bvnumber | BV023333130 |
| classification_rvk | ST 151 ST 200 |
| classification_tum | DAT 259f |
| ctrlnum | (OCoLC)276228976 (DE-599)BVBBV023333130 |
| dewey-full | 004.36 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science |
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| dewey-search | 004.36 |
| dewey-sort | 14.36 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| discipline_str_mv | Informatik |
| format | Book |
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| genre | (DE-588)4151278-9 Einführung gnd-content |
| genre_facet | Einführung |
| id | DE-604.BV023333130 |
| illustrated | Illustrated |
| index_date | 2024-07-02T20:58:26Z |
| indexdate | 2024-07-09T21:16:06Z |
| institution | BVB |
| isbn | 9781420074062 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-016517029 |
| oclc_num | 276228976 |
| open_access_boolean | |
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| owner_facet | DE-20 DE-634 DE-473 DE-BY-UBG DE-384 DE-91G DE-BY-TUM |
| physical | XXIII, 310 S. Ill. |
| publishDate | 2009 |
| publishDateSearch | 2009 |
| publishDateSort | 2009 |
| publisher | CRC Press |
| record_format | marc |
| series2 | Numerical analysis and scientific computing |
| spelling | Introduction to grid computing by Frédéric Magoulès ... Grid computing Boca Raton, Fla. [u.a.] CRC Press 2009 XXIII, 310 S. Ill. txt rdacontent n rdamedia nc rdacarrier Numerical analysis and scientific computing Computational grids (Computer systems) Grid Computing (DE-588)4743648-7 gnd rswk-swf (DE-588)4151278-9 Einführung gnd-content Grid Computing (DE-588)4743648-7 s DE-604 Magoulès, Frédéric Sonstige (DE-588)136913806 oth Digitalisierung UB Bamberg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016517029&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Introduction to grid computing Computational grids (Computer systems) Grid Computing (DE-588)4743648-7 gnd |
| subject_GND | (DE-588)4743648-7 (DE-588)4151278-9 |
| title | Introduction to grid computing |
| title_alt | Grid computing |
| title_auth | Introduction to grid computing |
| title_exact_search | Introduction to grid computing |
| title_exact_search_txtP | Introduction to grid computing |
| title_full | Introduction to grid computing by Frédéric Magoulès ... |
| title_fullStr | Introduction to grid computing by Frédéric Magoulès ... |
| title_full_unstemmed | Introduction to grid computing by Frédéric Magoulès ... |
| title_short | Introduction to grid computing |
| title_sort | introduction to grid computing |
| topic | Computational grids (Computer systems) Grid Computing (DE-588)4743648-7 gnd |
| topic_facet | Computational grids (Computer systems) Grid Computing Einführung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016517029&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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