SimpySSD: A Simple SSD Simulator in Python

Install

git clone https://github.com/wangyuyue/SimpySSD.git
cd SimpySSD
pip3 install -r requirements.txt
source setup.sh

Example usage

# prepare datasets
./script/prepare_dataset.py

# to run all experiments in BeaconGNN:
./script/run_all_tests.sh

Citation

If you find this project interesting and useful, please consider citing our publication:

@inproceedings{wang2024beacongnn,
  title={BeaconGNN: Large-Scale GNN Acceleration with Out-of-Order Streaming In-Storage Computing},
  author={Wang, Yuyue and Pan, Xiurui and An, Yuda and Zhang, Jie and Reinman, Glenn},
  booktitle={2024 IEEE International Symposium on High-Performance Computer Architecture (HPCA)},
  pages={330--344},
  year={2024},
  organization={IEEE}
}

Acknowledgment

SimpySSD is developed for BeaconGNN (HPCA 2024). It is inspired by the famous C++ simulator MQSim. We choose Python for faster development and more flexible design space exploration.