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An Empirical Performance Evaluation of GPU-Enabled Graph-Processing Systems

Yong Guo, Ana Lucia Varbanescu, Alexandru Iosup, Dick Epema
2015 2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing  
By selecting 9 diverse graphs and 3 typical graph-processing algorithms, we conduct a comparative performance study of 3 GPU-enabled systems, Medusa, Totem, and MapGraph.  ...  We present the first comprehensive evaluation of GPU-enabled systems with results giving insight into raw processing power, performance breakdown into core components, scalability, and the impact on performance  ...  We show in Figure 5 the normalized edges per second (NEPS) for Medusa and Totem.  ... 
doi:10.1109/ccgrid.2015.20 dblp:conf/ccgrid/GuoVIE15 fatcat:4zf3a65kirff5lo5x3pue4dy7a