Feng Yan

TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning

Wei Wen, Cong Xu, Feng Yan et al. · arXiv (Cornell University) · 2017 · 422 citations · Full text

Computing, Communication, Computer Science +17

TernGrad: ternary gradients to reduce communication in distributed deep learning

Wei Wen, Cong Xu, Feng Yan et al. · arXiv (Cornell University) · 2017 · 396 citations · Full text

Computing, Communication, Computer Science +17

TiFL: A Tier-based Federated Learning System

Zheng Chai, Ahsan Ali, Syed Zawad et al. · 2020 · 313 citations

Computing, Computer Science, Distributed Systems +15

BatchCrypt: Efficient homomorphic encryption for cross-silo federated learning

Chengliang Zhang, Suyi Li, Junzhe Xia et al. · Rare & Special e-Zone (The Hong Kong University of Science and Technology) · 2020 · 275 citations

Computing, Computer Science, Cybersecurity +12

BATCH: Machine Learning Inference Serving on Serverless Platforms with Adaptive Batching

Ahsan Ali, Riccardo Pinciroli, Feng Yan et al. · 2020 · 170 citations

Computing, Cloud Computing, Computer Science +15