作者
Mana Saleh Al Reshan, Darakhshan Syed, Noman Islam, Asadullah Shaikh, Mohammed Hamdi, Mohamed A Elmagzoub, Ghulam Muhammad, Kashif Hussain Talpur
发表日期
2023/2/1
期刊
IEEE Access
卷号
11
页码范围
11390-11404
出版商
IEEE
简介
Cloud Computing is the dynamic provisioning of resources to provide services to end-users over the internet. The realization of cloud computing requires addressing several challenges, such as resource discovery, security, scheduling, and load balancing. Among these research issues, load balancing is the most challenging one. Therefore, in the past few years, research into various static and dynamic algorithms to achieve optimal results is gaining importance. This research proposes Swarm Intelligence (SI) as a load-balancing solution for cloud computing. Several alternatives in the literature (like genetic algorithm, ACO, PSO, BAT, GWO, and many others) are investigated, but none consider the load balancing convergence time with global optimization. Among these algorithms, this research emphasizes Particle Swarm Optimization (PSO) and Grey Wolf Optimization (GWO). A combined approach of GWO-PSO …
引用总数
学术搜索中的文章