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GSI

GPU-friendly Subgraph Isomorphism

We target at a one-to-one mapping at a time, the query graph is small(vertices less than 100), while the data graph can be very large. (but all can be placed in GPU's global memory)


Dataset

NOTICE: we add 1 to labels for both vertex and edge, to ensure the label is positive!

see data/readme and data/*.g


Publication

Li Zeng, Lei Zou, M. Tamer Özsu, Lin Hu, Fan Zhang. GSI: GPU-friendly Subgraph Isomorphism. International Conference on Data Engineering, 2020.


Others

My implementation of GunrockSM, GpSM, and GPU utilities.

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GPU-friendly Subgraph Isomorphism, published in ICDE 2020

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  • Cuda 43.1%
  • C++ 26.2%
  • Python 14.0%
  • Shell 13.3%
  • Makefile 2.7%
  • C 0.5%
  • GAP 0.2%