Yang, Chien-Sheng
- LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning
2021/09/29 by Jinhyun So, Chaoyang He, So, Jinhyun +13 · 20 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Communication-Aware Scheduling of Serial Tasks for Dispersed Computing
2018/04/17 by Yang, Chien-Sheng, Pedarsani, Ramtin, Avestimehr, A. Salman · 1 citation
#Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Parallel #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- Timely-Throughput Optimal Coded Computing over Cloud Networks
2019/04/11 by Chien-Sheng Yang, Yang, Chien-Sheng, Ramtin Pedarsani +3 · 1 citation
Computer Science · #Age of Information Optimization #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)