Chen-Yu Ho

Scaling Distributed Machine Learning with In-Network Aggregation

Amedeo Sapio, Marco Canini, Chen-Yu Ho et al. · arXiv (Cornell University) · 2019 · 119 citations · Full text

Computing, Computer Science, Computer Systems +16

Efficient sparse collective communication and its application to accelerate distributed deep learning

Jiawei Fei, Chen-Yu Ho, Atal Narayan Sahu et al. · 2021 · 105 citations · Full text

Computing, Communication, Computer Science +17

A Comprehensive Empirical Study of Heterogeneity in Federated Learning

Ahmed M. Abdelmoniem, Chen-Yu Ho, Pantelis Papageorgiou et al. · IEEE Internet of Things Journal · 2023 · 77 citations

Computing, Computer Science, Information Technology +12

Natural Compression for Distributed Deep Learning

Samuel Horváth, Chen-Yu Ho, Ludovit Horváth et al. · arXiv (Cornell University) · 2019 · 69 citations · Full text

Computing, Computer Science, Distributed Systems +15

On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning

Aritra Dutta, El Houcine Bergou, Ahmed M. Abdelmoniem et al. · 2020 · 59 citations · Full text

Computing, Communication, Computer Science +16