Effective Techniques for Message Reduction and Load Balancing in Distributed Graph Computation

In WWW 2015

Da Yan, James Cheng, Yi Lu, Wilfred Ng

Large-Scale Distributed Graph Computing Frameworks: An Experimental Evaluation

PVLDB, Volume 8(3), Pages 281-292

Yi Lu, James Cheng, Da Yan, Huanhuan Wu

Pregel Algorithms for Graph Connectivity Problems with Performance Guarantees

Da Yan, James Cheng, Kai Xing, Yi Lu, Wilfred Ng, Yingyi Bu

PVLDB, Volume 7(14), Pages 1821-1832

Remark: an earlier version (Sept 2013) of this paper focusing on Practical Pregel Algorithms can be downloaded from dropbox.