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WorldCat.org

1. Introduction to Advanced Computer Architecture and Parallel Processing 1 1.1 Four Decades of Computing 2 1.2 Flynn’s Taxonomy of Computer Architecture 4 1.3 SIMD Architecture 5 1.4 MIMD Architecture 6 1.5 Interconnection Networks 11 1.6 Chapter Summary 15 Problems 16 References 17 2. Multiprocessors Interconnection Networks 19 2.1 Interconnection Networks Taxonomy 19 2.2 Bus-Based Dynamic Interconnection Networks 20 2.3 Switch-Based Interconnection Networks 24 2.4 Static Interconnection Networks 33 2.5 Analysis and Performance Metrics 41 2.6 Chapter Summary 45 Problems 46 References 48 3. Performance Analysis of Multiprocessor Architecture 51 3.1 Computational Models 51 3.2 An Argument for Parallel Architectures 55 3.3 Interconnection Networks Performance Issues 58 3.4 Scalability of Parallel Architectures 63 3.5 Benchmark Performance 67 3.6 Chapter Summary 72 Problems 73 References 74 4. Shared Memory Architecture 77 4.1 Classification of Shared Memory Systems 78 4.2 Bus-Based Symmetric Multiprocessors 80 4.3 Basic Cache Coherency Methods 81 4.4 Snooping Protocols 83 4.5 Directory Based Protocols 89 4.6 Shared Memory Programming 96 4.7 Chapter Summary 99 Problems 100 References 101 5. Message Passing Architecture 103 5.1 Introduction to Message Passing 103 5.2 Routing in Message Passing Networks 105 5.3 Switching Mechanisms in Message Passing 109 5.4 Message Passing Programming Models 114 5.5 Processor Support for Message Passing 117 5.6 Example Message Passing Architectures 118 5.7 Message Passing Versus Shared Memory Architectures 122 5.8 Chapter Summary 123 Problems 123 References 124 6. Abstract Models 127 6.1 The PRAM Model and Its Variations 127 6.2 Simulating Multiple Accesses on an EREW PRAM 129 6.3 Analysis of Parallel Algorithms 131 6.4 Computing Sum and All Sums 133 6.5 Matrix Multiplication 136 6.6 Sorting 139 6.7 Message Passing Model 140 6.8 Leader Election Problem 146 6.9 Leader Election in Synchronous Rings 147 6.10 Chapter Summary 154 Problems 154 References 155 7. Network Computing 157 7.1 Computer Networks Basics 158 7.2 Client/Server Systems 161 7.3 Clusters 166 7.4 Interconnection Networks 170 7.5 Cluster Examples 175 7.6 Grid Computing 177 7.7 Chapter Summary 178 Problems 178 References 180 8. Parallel Programming in the Parallel Virtual Machine 181 8.1 PVM Environment and Application Structure 181 8.2 Task Creation 185 8.3 Task Groups 188 8.4 Communication Among Tasks 190 8.5 Task Synchronization 196 8.6 Reduction Operations 198 8.7 Work Assignment 200 8.8 Chapter Summary 201 Problems 202 References 203 9. Message Passing Interface (MPI) 205 9.1 Communicators 205 9.2 Virtual Topologies 209 9.3 Task Communication 213 9.4 Synchronization 217 9.5 Collective Operations 220 9.6 Task Creation 225 9.7 One-Sided Communication 228 9.8 Chapter Summary 231 Problems 231 References 233 10 Scheduling and Task Allocation 235 10.1 The Scheduling Problem 235 10.2 Scheduling DAGs without Considering Communication 238 10.3 Communication Models 242 10.4 Scheduling DAGs with Communication 244 10.5 The NP-Completeness of the Scheduling Problem 248 10.6 Heuristic Algorithms 250 10.7 Task Allocation 256 10.8 Scheduling in Heterogeneous Environments 262 Problems 263 References 264 Index 267

1 online resource (xiii, 272 pages) : illustrations

Computer architecture deals with the physical configuration, logical structure, formats, protocols, and operational sequences for processing data, controlling the configuration, and controlling the operations over a computer. It also encompasses word lengths, instruction codes, and the interrelationships among the main parts of a computer or group of computers

Advanced computer architecture and parallel processing