@article{heterogeneityawarefederatedlearning, title = {Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data}, author = {Chengxu Yang and Qipeng Wang and Mengwei Xu and Zhenpeng Chen and Kaigui Bian and Yunxin Liu and Xuanzhe Liu}, year = {2020}, eprint = {2006.06983}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2006.06983v4}, }