Large-Scale Graph Analysis: System, Algorithm and Optimization

by Lei Chen, Bin Cui, Yingxia Shao

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...

• Format: Paperback
• Language: English
• ISBN: 9811539308
• ISBN13: 9789811539305
• Release Date: July 2021
• Publisher: Springer
• Length: 146 Pages
• Weight: 0.52 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"