WebShort Notes on Communication with Byzantine Node Failures: Part I, Rachit Agarwal, Guanfeng Liang, and Nitin H. Vaidya, Technical Report, November 2009 ; An Efficient Multicasting for Multi-Channel Multi-Interface Wireless Mesh Networks, Sung-Hwa Lim, Cheolgi Kim, Young-Bae Ko, and Nitin H. Vaidya, IEEE MILCOM, October 2009 (); … WebNone of the agents have We study the problem of non-constrained, discrete-time, online distributed optimization in a multi-agent system where some of the agents do not follow the prescribed update rule either due to failures or malicious intentions.

Multi-agent optimization in the presence of Byzantine adversaries ...

Webposed Byzantine-resilient multi-agent optimization problem by focusing on scalar local cost functions. Our results might provide useful insights for the general local cost functions. I. INTRODUCTION Networked multi-agent systems consist of a group of agents that perform collaborative tasks. The problem of multi-agent optimization typically ... internet consulting services in melbourne

Byzantine Multi-Agent Optimization: Part I : Lili Su - Archive

WebNov 3, 2016 · Abstract. This paper addresses the multi-agent optimization problem in which the agents try to collaboratively minimize \frac {1} {k}\sum _ {i=1}^k h_i for a given choice of k input functions h_1, \ldots , h_k. This problem finds its application in distributed machine learning, where the data set is too large to be processed and stored by a ... Webposed Byzantine-resilient multi-agent optimization problem by focusing on scalar local cost functions. Our results might provide useful insights for the general local cost … Webin this paper, we focus on the Byzantine attacks on the multi-agent optimization problem. 3 Impossibility Results Recall that we say that Problem i (i = 1,2,3) is solvable if there … internet contacts