Parallel Computing on Distributed Memory Multiprocessors
Springer Berlin (Verlag)
978-3-642-63460-4 (ISBN)
Advances in microelectronic technology have made massivelyparallel computing a reality and triggered an outburst ofresearch activity in parallel processing architectures andalgorithms. Distributed memory multiprocessors - parallelcomputers that consist of microprocessors connected in aregular topology - are increasingly being used to solvelarge problems in many application areas. In order to usethese computers for a specific application, existingalgorithms need to be restructured for the architecture andnew algorithms developed. The performance of a computationon a distributed memory multiprocessor is affected by thenode and communication architecture, the interconnectionnetwork topology, the I/O subsystem, and the parallelalgorithm and communication protocols. Each of theseparametersis a complex problem, and solutions require anunderstanding of the interactions among them.This book is based on the papers presented at the NATOAdvanced Study Institute held at Bilkent University, Turkey,in July 1991. The book is organized in five parts: Parallelcomputing structures and communication, Parallel numericalalgorithms, Parallel programming, Fault tolerance, andApplications and algorithms.
Distributed memory multiprocessors - parallel computers that consist of microprocessors interconnected in a regular topology - are increasingly being used to solve large problems in many applications. This NATO ASI volume examines the restructuring of computations for such machines.
I. Parallel Computing Structures and Communication.- Mechanisms for Parallel Computers.- Reconfigurable Mesh Algorithms For Fundamental Data Manipulation Operations.- Spanning Trees and Communication Primitives on Hypercubes.- The Effect of Configurations and Algorithms on Performance.- Dedicated and General-Purpose Systems for Parallel Application Development.- II. Parallel Numerical Algorithms.- Parallel Direct Solution of Sparse Linear Systems.- The Performance of Linear Algebra Algorithms on Intel Parallel Supercomputers.- Sparse LU-Decomposition for Chemical Process Flowsheeting on a Multicomputer.- III. Parallel Programming.- Distributed Control Algorithms (Selected Topics).- A Data-Driven Environment For A Multiprocessor System.- Critical Path Length of Large Acyclic Task Graphs.- Logic Program Execution on Distributed Memory Parallel Computers.- IV. Fault Tolerance.- Tools and Techniques for Adding Fault Tolerance to Distributed and Parallel Programs.- Fault Tolerance in Hypercubes.- V. Applications, Algorithms.- Parallel Relational Database Algorithms.- High Quality Image Synthesis on Distributed Memory Multiprocessors.- Parallel Implementation of the Backpropagation Algorithm on Hypercube Systems.- Random Number Generation for Parallel Computers.- List of Participants.
| Erscheint lt. Verlag | 8.10.2012 |
|---|---|
| Reihe/Serie | NATO ASI Subseries F: |
| Zusatzinfo | VIII, 332 p. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 170 x 242 mm |
| Gewicht | 600 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
| Schlagworte | algorithm • algorithms • Architectures • fault tolerance • Fehlertoleranz • multiprocessors • Parallel Algorithms • Parallel Computing • Parallele Algorithmen • Paralleles Programmieren • Paralleles Rechnen • Parallel Programming • Performance • Processor • programming • Verteilte Systeme |
| ISBN-10 | 3-642-63460-5 / 3642634605 |
| ISBN-13 | 978-3-642-63460-4 / 9783642634604 |
| Zustand | Neuware |
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