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DataMining-gSpan

gSpan algorithm in data mining

Features:

  1. Support basic sub-structure mining.
  2. Multi-thread. (200% speed-up than gSpan-64 provided by Yan)
  3. Minimized memory consumption.

Usage:

./gspan -file [file_name] -support [support: float] &> log

Progress:

  1. MPI
  2. Optimize the sequential version.
  3. Detailed parallelism

12/4/2014

  1. Reduce memory consumption.
  2. Rearrange the gSpan class code.
  3. Profling.
  4. Multi-thread.

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gspan algorithm in data mining

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  • C++ 63.8%
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