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- W4301222008 abstract "We introduce XtraPuLP, a new distributed-memory graph partitioner designed to process trillion-edge graphs. XtraPuLP is based on the scalable label propagation community detection technique, which has been demonstrated as a viable means to produce high quality partitions with minimal computation time. On a collection of large sparse graphs, we show that XtraPuLP partitioning quality is comparable to state-of-the-art partitioning methods. We also demonstrate that XtraPuLP can produce partitions of real-world graphs with billion+ vertices in minutes. Further, we show that using XtraPuLP partitions for distributed-memory graph analytics leads to significant end-to-end execution time reduction." @default.
- W4301222008 created "2022-10-05" @default.
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- W4301222008 date "2016-10-23" @default.
- W4301222008 modified "2023-10-17" @default.
- W4301222008 title "Partitioning Trillion-edge Graphs in Minutes" @default.
- W4301222008 doi "https://doi.org/10.48550/arxiv.1610.07220" @default.
- W4301222008 hasPublicationYear "2016" @default.
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