Accelerating Graph Neural Network Training on ReRAM-Based PIM Architectures via Graph and Model Pruning

Chukwufumnanya Ogbogu, Aqeeb Iqbal Arka, Lukas Pfromm, Biresh Kumar Joardar, Janardhan Rao Doppa, Krishnendu Chakrabarty, Partha Pratim Pande. Accelerating Graph Neural Network Training on ReRAM-Based PIM Architectures via Graph and Model Pruning. IEEE Trans. on CAD of Integrated Circuits and Systems, 42(8):2703-2716, 2023. [doi]

@article{OgboguAPJDCP23,
  title = {Accelerating Graph Neural Network Training on ReRAM-Based PIM Architectures via Graph and Model Pruning},
  author = {Chukwufumnanya Ogbogu and Aqeeb Iqbal Arka and Lukas Pfromm and Biresh Kumar Joardar and Janardhan Rao Doppa and Krishnendu Chakrabarty and Partha Pratim Pande},
  year = {2023},
  doi = {10.1109/TCAD.2022.3227879},
  url = {https://doi.org/10.1109/TCAD.2022.3227879},
  researchr = {https://researchr.org/publication/OgboguAPJDCP23},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. on CAD of Integrated Circuits and Systems},
  volume = {42},
  number = {8},
  pages = {2703-2716},
}