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- W2893257823 abstract "Streaming graph analysis extracts timely insights from evolving graphs, and has gained increasing popularity. For current streaming graph analytics systems, incoming updates are simply cached in a buffer, until being applied onto existing graph structure to construct a new snapshot. Iterative graph algorithms then work on the new snapshot to produce up-to-date analysis result. Nevertheless, we find that for widely used monotonic graph algorithms, the buffered updates can be effectively preprocessed to achieve fast and accurate analysis on new snapshots." @default.
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- W2893257823 date "2018-10-11" @default.
- W2893257823 modified "2023-10-18" @default.
- W2893257823 title "GraPU" @default.
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- W2893257823 doi "https://doi.org/10.1145/3267809.3267811" @default.
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