Large-scale Graph Analysis: System, Algorithm and Optimization

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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 optimization techniques that can enable these systems to handle advanced graph algorithms efficiently. More concretely, it proposes a workload-aware cost model to guide the development of high-performance algorithms. On the basis of the cost mod...

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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 optimization techniques that can enable these systems to handle advanced graph algorithms efficiently. More concretely, it proposes a workload-aware cost model to guide the development of high-performance algorithms. On the basis of the cost mod...

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  • Formats: pdf
  • ISBN: 9789811539282
  • Publication Date: 1 Jul 2020
  • Publisher: Springer Nature Singapore
  • Product language: English
  • Drm Setting: DRM