Search Results for author: Shengli Fu

Found 3 papers, 1 papers with code

Multi-Agent Reinforcement Learning Based Coded Computation for Mobile Ad Hoc Computing

no code implementations15 Apr 2021 Baoqian Wang, Junfei Xie, Kejie Lu, Yan Wan, Shengli Fu

Mobile ad hoc computing (MAHC), which allows mobile devices to directly share their computing resources, is a promising solution to address the growing demands for computing resources required by mobile devices.

Distributed Computing Multi-agent Reinforcement Learning +2

Convergence Analysis of Nonconvex Distributed Stochastic Zeroth-order Coordinate Method

no code implementations24 Mar 2021 Shengjun Zhang, Yunlong Dong, Dong Xie, Lisha Yao, Colleen P. Bailey, Shengli Fu

This paper investigates the stochastic distributed nonconvex optimization problem of minimizing a global cost function formed by the summation of $n$ local cost functions.

Stochastic Optimization

On Batch-Processing Based Coded Computing for Heterogeneous Distributed Computing Systems

1 code implementation29 Dec 2019 Baoqian Wang, Junfei Xie, Kejie Lu, Yan Wan, Shengli Fu

In recent years, coded distributed computing (CDC) has attracted significant attention, because it can efficiently facilitate many delay-sensitive computation tasks against unexpected latencies in distributed computing systems.

Distributed, Parallel, and Cluster Computing

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