Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent

Authors

• 1. Fengan Li (University of Wisconsin)
• 2. Lingjiao Chen (University of Wisconsin)
• 3. Yijing Zeng (University of Wisconsin)
• 4. Arun Kumar (University of California San Diego)
• 5. Xi Wu (University of Wisconsin)
• 6. Jeffrey F. Naughton (University of Wisconsin)
• 7. Jignesh M. Patel (University of Wisconsin)

@inproceedings{li_sigmod19,
        title = {{Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent}},
        author = {Li, Fengan and Chen, Lingjiao and Zeng, Yijing and Kumar, Arun and Wu, Xi and Naughton, Jeffrey F. and Patel, Jignesh M.},
        series = {{SIGMOD} '19},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3299869.3300070},
        url = {https://dl.acm.org/doi/10.1145/3299869.3300070},
        year = {2019}
}

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