graph analytics

Large Scale Graph Analytics

*degree-aware* hardware/software techniques to improve graph processing efficiency.

Accelerating Graph Analytics By Co-Optimizing Storage and Access on an FPGA-HMC Platform

Graph analytics, which explores the relationships among interconnected entities, is becoming increasingly important due to its broad applicability, from machine learning to social sciences. However, due to the irregular data access patterns in graph …