Machine Learning

@inproceedings{isaev2023calculon,
  title={{Calculon: a Methodology and Tool for High-Level Codesign of Systems and Large Language Models}},
  author={Isaev, Mikhail and McDonald, Nic and Dennison, Larry and Vuduc, Richard},
  booktitle={Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC)},
  year={2023},
  organization={ACM}
}

@inproceedings{isaev2023scaling,
  title={{Scaling Infrastructure to Support Multi-Trillion Parameter LLM Training}},
  author={Isaev, Mikhail and McDonald, Nic and Vuduc, Richard},
  booktitle={Proceedings of the Workshop on Architecture and System Support for Transformer Models (ASSYST)},
  year={2023}
}

@inproceedings{isaev2022paragraph,
  title={{ParaGraph: An application-simulator interface and toolkit for hardware-software co-design}},
  author={Isaev, Mikhail and McDonald, Nic and Young, Jeffrey and Vuduc, Richard},
  booktitle={51st International Conference on Parallel Processing (ICPP)},
  year={2022},
  organization={ACM}
}