9 citations · 12 across the 4 of their papers we have counts for
4 papers
On Decentralized Linearly Separable Computation With the Minimum Computation Cost
Haoning Chen, Minquan Cheng, Zhenhao Huang +1
The distributed linearly separable computation problem finds extensive applications across domains such as distributed gradient coding, distributed linear transform, real-time rend…
Wyner-Ziv Gradient Compression for Federated Learning
Kai Liang, Huiru Zhong, Haoning Chen +1
Due to limited communication resources at the client and a massive number of model parameters, large-scale distributed learning tasks suffer from communication bottleneck. Gradient…
Optimal Coding Scheme and Resource Allocation for Distributed Computation with Limited Resources
Shu-Jie Cao, Lihui Yi, Haoning Chen +1
A central issue of distributed computing systems is how to optimally allocate computing and storage resources and design data shuffling strategies such that the total execution tim…
Coded Computing for Master-Aided Distributed Computing Systems
Haoning Chen, Youlong Wu
We consider a MapReduce-type task running in a distributed computing model which consists of edge computing nodes distributed across the edge of the network and a Master node…