分布式计算系统中的分散负载均衡一致性控制

2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT) Pub Date : 2018-09-01 DOI:10.1109/STC-CSIT.2018.8526636

L. Lyubchyk, Y. Dorofieiev

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引用次数: 1

摘要

研究了分布式计算系统中采用共识控制方法的负载均衡问题。一种受控制的多智能体系统，用作分布式计算系统的模型。在多智能体系统控制的基础上，提出了分散的共识负载均衡控制方法，并提出了共识投票的局部协议概念。利用不变椭球体的方法，设计了各动态智能体的局部一致控制律，并将问题简化为求解线性矩阵不等式。针对多智能体控制系统的稳定性分析，提出了一种基于李雅普诺夫向量函数方法的比较方法。

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Decentralized Load Balancing Consensus Control in Distributed Computing Systems

Load balancing problem using consensus control approach in distributed computing system is considered. A controlled multi-agent system used as a model of a distributed computing system. Decentralized approach to consensus load balancing control is stated on the basis of multi-agent system control with consensus voting local protocol concept development. Using the methods of invariant ellipsoids, local consensus control laws for each dynamic agent are designed and the problem is reduced to linear matrix inequalities solving. For multi-agent controlled system stability analysis, a comparison method is applied based on Lyapunov vector function approach.

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2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)

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