RecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance

Udit Gupta, Samuel Hsia, Jeff Zhang 0001, Mark Wilkening, Javin Pombra, Hsien-Hsin Sean Lee, Gu-Yeon Wei, Carole-Jean Wu, David Brooks 0001. RecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance. In MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, Virtual Event, Greece, October 18-22, 2021. pages 870-884, ACM, 2021. [doi]

@inproceedings{GuptaH0WPLWW021,
  title = {RecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance},
  author = {Udit Gupta and Samuel Hsia and Jeff Zhang 0001 and Mark Wilkening and Javin Pombra and Hsien-Hsin Sean Lee and Gu-Yeon Wei and Carole-Jean Wu and David Brooks 0001},
  year = {2021},
  doi = {10.1145/3466752.3480127},
  url = {https://doi.org/10.1145/3466752.3480127},
  researchr = {https://researchr.org/publication/GuptaH0WPLWW021},
  cites = {0},
  citedby = {0},
  pages = {870-884},
  booktitle = {MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, Virtual Event, Greece, October 18-22, 2021},
  publisher = {ACM},
  isbn = {978-1-4503-8557-2},
}