Large-Scale Graph Analysis: System, Algorithm and Optimiz...
Shao, Yingxia / Chen, Lei / Cui, Bin![Large-Scale Graph Analysis: System, Algorithm and Optimization](https://support.digitalhusky.com/media/annotations/sorted/367/36787416/CHSBZCOP0336787416.jpg)
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-lev...