Intelligent deployment strategy based on genetic algorithm for software components in distributed system

Hongzhen Zhang; Bo Jiang; Hong Xu

doi:10.1117/12.2574600

24 June 2020 Intelligent deployment strategy based on genetic algorithm for software components in distributed system

Hongzhen Zhang, Bo Jiang, Hong Xu

Proceedings Volume 11526, Fifth International Workshop on Pattern Recognition; 115260H (2020) https://doi.org/10.1117/12.2574600
Event: Fifth International Workshop on Pattern Recognition, 2020, Chengdu, China

Abstract

This paper studies the deployment strategy for software components in distributed systems. Based on genetic algorithms, Intelligent Deployment Strategy is designed to optimize the allocation and deployment of software components to make distributed systems achieve load balancing and high efficiency. Simulation results show that using Intelligent Deployment Strategy can realize better allocation of system resources than common Round-Robin Scheduling strategy.

Citation Download Citation

Hongzhen Zhang, Bo Jiang, and Hong Xu "Intelligent deployment strategy based on genetic algorithm for software components in distributed system", Proc. SPIE 11526, Fifth International Workshop on Pattern Recognition, 115260H (24 June 2020); https://doi.org/10.1117/12.2574600

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