@misc{hsieh2019data,
  title={The Non-IID Data Quagmire of Decentralized Machine Learning},
  author={Kevin Hsieh and Amar Phanishayee and Onur Mutlu and Phillip B. Gibbons},
  year={2019},
  eprint={1910.00189},
  archivePrefix={arXiv},
  primaryClass={cs.LG},
  url={https://arxiv.org/abs/1910.00189}
}