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Hardcover Large-Scale Graph Analysis: System, Algorithm and Optimization Book

ISBN: 9811539278

ISBN13: 9789811539275

Large-Scale Graph Analysis: System, Algorithm and Optimization

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 model, the book subsequently presents a system-level...

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Format: Hardcover

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