Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision

Nathaniel Hudson, J. Gregory Pauloski, Matt Baughman, Alok Kamatar, Mansi Sakarvadia, Logan T. Ward, Ryan Chard, André Bauer 0001, Maksim Levental, Wenyi Wang, Will Engler, Owen Price Skelly, Ben Blaiszik, Rick Stevens, Kyle Chard, Ian T. Foster. Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision. In Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, Applications and Technologies, BDCAT 2023, Taormina (Messina), Italy, December 4-7, 2023. ACM, 2023. [doi]

@inproceedings{HudsonPBKSWC0LW23,
  title = {Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision},
  author = {Nathaniel Hudson and J. Gregory Pauloski and Matt Baughman and Alok Kamatar and Mansi Sakarvadia and Logan T. Ward and Ryan Chard and André Bauer 0001 and Maksim Levental and Wenyi Wang and Will Engler and Owen Price Skelly and Ben Blaiszik and Rick Stevens and Kyle Chard and Ian T. Foster},
  year = {2023},
  doi = {10.1145/3632366.3632396},
  url = {https://doi.org/10.1145/3632366.3632396},
  researchr = {https://researchr.org/publication/HudsonPBKSWC0LW23},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, Applications and Technologies, BDCAT 2023, Taormina (Messina), Italy, December 4-7, 2023},
  publisher = {ACM},
}