Semantic-Aware Lossless Data Compression for Deep Learning Recommendation Model (DLRM)

Sarunya Pumma, Abhinav Vishnu. Semantic-Aware Lossless Data Compression for Deep Learning Recommendation Model (DLRM). In IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, MLHPC@SC 2021, St. Louis, MO, USA, November 15, 2021. pages 1-8, IEEE, 2021. [doi]

@inproceedings{PummaV21,
  title = {Semantic-Aware Lossless Data Compression for Deep Learning Recommendation Model (DLRM)},
  author = {Sarunya Pumma and Abhinav Vishnu},
  year = {2021},
  doi = {10.1109/MLHPC54614.2021.00006},
  url = {https://doi.org/10.1109/MLHPC54614.2021.00006},
  researchr = {https://researchr.org/publication/PummaV21},
  cites = {0},
  citedby = {0},
  pages = {1-8},
  booktitle = {IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, MLHPC@SC 2021, St. Louis, MO, USA, November 15, 2021},
  publisher = {IEEE},
  isbn = {978-1-6654-1124-0},
}