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Irregular Problems on Multi-core Architectures
Details
Irregular problems exhibit random and unpredictable memory access patterns, poor spatial locality and input dependent control flow. Heterogeneous multi-core processors vary in: clock frequency, power dissipation, programming model (MIMD vs. SIMD), memory design and computing units, scalar versus vector units. The heterogeneity of the processors makes designing efficient parallel algorithms for irregular problems on heterogeneous multi-core processors challenging. This book exploits parallelism of irregular problems on heterogeneous multi-core architectures and proposes an analytical performance prediction model that considers the multitude architectural features of heterogeneous multi-cores (such as DMA transfers, number of instructions and operations, the processor frequency and DMA bandwidth).
Autorentext
Dr. Meilian Xu received her Ph.D. from The University of Manitoba in Canada. She obtained her M.Sc from Peking University and B.E. from East China Normal University, China. She is a distinguished expert at Chengdu University, China. Her research interests include parallel algorithms for interdisciplinary applications, big data & cloud computing.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783639512328
- Sprache Englisch
- Genre Anwendungs-Software
- Größe H220mm x B150mm x T14mm
- Jahr 2013
- EAN 9783639512328
- Format Kartonierter Einband
- ISBN 3639512324
- Veröffentlichung 21.12.2013
- Titel Irregular Problems on Multi-core Architectures
- Autor Meilian Xu
- Untertitel Exploiting Parallelism and Performance Evaluation on Multi-core Architectures
- Gewicht 328g
- Herausgeber Scholars' Press
- Anzahl Seiten 208