FastBFS: Fast Breadth-First Graph Search on a Single Server

  title={FastBFS: Fast Breadth-First Graph Search on a Single Server},
  author={Shu-han Cheng and Guangyan Zhang and Jiwu Shu and Qingda Hu and Weimin Zheng},
  journal={2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS)},
Big graph computing can be performed over a single node, using recent systems such as GraphChi and XStream. Breadth-first graph search (a.k.a., BFS) has a pattern of marking each vertex only once as “visited” and then not using them in further computations. Existing single-server graph computing systems fail to take advantage of such access pattern of BFS for performance optimization, hence suffering from a lot of extra I/O latencies due to accessing no longer useful data elements of a big… CONTINUE READING
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