5 papers
On the Optimality of Coded Distributed Computing for Ring Networks
Zhenhao Huang, Minquan Cheng, Kai Wan +2
We consider a coded distributed computing problem in a ring-based communication network, where computing nodes are arranged in a ring topology and each node can only communicat…
Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers
Zhenhao Huang, Kai Liang, Yuanming Shi +2
In this paper, we investigate the transmission latency of the secure aggregation problem in a \emph{wireless} federated learning system with multiple curious servers. We propose a…
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…
Coded Caching Scheme for Partially Connected Linear Networks Via Multi-antenna Placement Delivery Array
Minquan Cheng, Yun Xie, Zhenhao Huang +2
In this paper, we study the coded caching scheme for the partially connected linear network, where there are files each of which has an equa…
Coded Computing for Half-Duplex Wireless Distributed Computing Systems via Interference Alignment
Youlong Wu, Zhenhao Huang, Kai Yuan +2
Distributed computing frameworks such as MapReduce and Spark are often used to process large-scale data computing jobs. In wireless scenarios, exchanging data among distributed nod…