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Scalable Parallel Algorithms and Implementations for Large-Scale Graph Analyses
Language: en
Pages: 131
Authors: Hao Lu
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Type: BOOK - Published: 2017 - Publisher:

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Different heuristics and design techniques presented in this dissertation can potentially be adapted into the broader context of parallelizing other graph opera
Large-scale Graph Analysis: System, Algorithm and Optimization
Language: en
Pages: 154
Authors: Yingxia Shao
Categories: Computers
Type: BOOK - Published: 2020-07-01 - Publisher: Springer Nature

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This book introduces readers to a workload-aware methodology for large-scale graph algorithm optimization in graph-computing systems, and proposes several optim
Scalable and Efficient Graph Algorithms and Analysis Techniques for Modern Machines
Language: en
Pages: 0
Authors: Quanquan Catherine Liu
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Type: BOOK - Published: 2021 - Publisher:

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The last part concludes with lower bounds. We show via hard instances the hardness of obtaining an optimal computation schedule on directed acyclic computation
High-Performance Scientific Computing
Language: en
Pages: 351
Authors: Michael W. Berry
Categories: Computers
Type: BOOK - Published: 2012-01-18 - Publisher: Springer Science & Business Media

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This book presents the state of the art in parallel numerical algorithms, applications, architectures, and system software. The book examines various solutions
Graph Algorithms in the Language of Linear Algebra
Language: en
Pages: 388
Authors: Jeremy Kepner
Categories: Mathematics
Type: BOOK - Published: 2011-01-01 - Publisher: SIAM

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The current exponential growth in graph data has forced a shift to parallel computing for executing graph algorithms. Implementing parallel graph algorithms and