Irregular Problems on Multi-core Architectures: Exploiting Parallelism and Performance Evaluation on Multi-core Architectures - Brossura
Sinossi
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).
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Informazioni sull?autore
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.
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Irregular Problems on Multi-core Architectures
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Scholars' Press Dez 2013, 2013
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ISBN 13: 9783639512328
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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). 208 pp. Englisch. Codice articolo 9783639512328
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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Xu MeilianDr. 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 Universit. Codice articolo 4992977
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Irregular Problems on Multi-core Architectures
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Scholars' Press Dez 2013, 2013
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ISBN 13: 9783639512328
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Taschenbuch. Condizione: Neu. This item is printed on demand - Print on Demand Titel. Neuware -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).VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 208 pp. Englisch. Codice articolo 9783639512328
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Irregular Problems on Multi-core Architectures : Exploiting Parallelism and Performance Evaluation on Multi-core Architectures
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Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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). Codice articolo 9783639512328
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