AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models

Fan Lai, Wei Zhang, Rui Liu, William Tsai, Xiaohan Wei, Yuxi Hu, Sabin Devkota, Jianyu Huang, JongSoo Park, Xing Liu, Zeliang Chen, Ellie Wen, Paul Rivera, Jie You, Chun-cheng Jason Chen, Mosharaf Chowdhury. AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models. In Roxana Geambasu, Ed Nightingale, editors, 17th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2023, Boston, MA, USA, July 10-12, 2023. pages 817-831, USENIX Association, 2023. [doi]

@inproceedings{LaiZLTWHDHPLCWR23,
  title = {AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models},
  author = {Fan Lai and Wei Zhang and Rui Liu and William Tsai and Xiaohan Wei and Yuxi Hu and Sabin Devkota and Jianyu Huang and JongSoo Park and Xing Liu and Zeliang Chen and Ellie Wen and Paul Rivera and Jie You and Chun-cheng Jason Chen and Mosharaf Chowdhury},
  year = {2023},
  url = {https://www.usenix.org/conference/osdi23/presentation/lai},
  researchr = {https://researchr.org/publication/LaiZLTWHDHPLCWR23},
  cites = {0},
  citedby = {0},
  pages = {817-831},
  booktitle = {17th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2023, Boston, MA, USA, July 10-12, 2023},
  editor = {Roxana Geambasu and Ed Nightingale},
  publisher = {USENIX Association},
}