2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS)

HACCS: Heterogeneity-Aware Clustered Client Selection for Accelerated Federated Learning

Joel Wolfrath, Nikhil Sreekumar, Dhruv Kumar et al. · 2022 · 58 citations

Cluster Computing, Engineering, Machine Learning +18

DistrEdge: Speeding up Convolutional Neural Network Inference on Distributed Edge Devices

Xueyu Hou, Yongjie Guan, Tao Han et al. · 2022 · 48 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Accelerating Encrypted Computing on Intel GPUs

Yujia Zhai, Mohannad Ibrahim, Yiqin Qiu et al. · 2022 · 27 citations

Hardware Security, Gpu Architecture, Data Security +14

Adaptive Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning

Tingting Tang, Ramy E. Ali, Hanieh Hashemi et al. · 2022 · 27 citations · Full text

Cluster Computing, Engineering, Information Security +25

Why Globally Re-shuffle? Revisiting Data Shuffling in Large Scale Deep Learning

Truong Thao Nguyen, François Trahay, Jens Domke et al. · 2022 · 26 citations

Artificial Intelligence, Cluster Computing, Convolutional Neural Network +20