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CBWO: A Novel Load Balancing Technique for Cloud Computing Systems | IEEE Conference Publication | IEEE Xplore

CBWO: A Novel Load Balancing Technique for Cloud Computing Systems


Abstract:

Cloud computing systems offer various services to different groups of users. Providing pay-as-demand facilities, cloud systems enable hosting persistent services, and tha...Show More

Abstract:

Cloud computing systems offer various services to different groups of users. Providing pay-as-demand facilities, cloud systems enable hosting persistent services, and thanks to the scalability, dynamicity, and distributed features, cloud computing is improving as an essential technology in transforming into digitally connected systems. However, increasing demands for various applications and services through the cloud contribute to inequality in resource allocation and imbalanced workload distribution. This paper proposes a new approach to cope with load-balancing issues in cloud computing environments, using the Chaotic-based Black Widow Optimization (CBWO) method. CloudSim is adopted as our simulation tool. The experimental results prove the superiority of the proposed approach in terms of makespan (67.28% average improvement), imbalance degree, and task completion time.
Date of Conference: 15-18 May 2024
Date Added to IEEE Xplore: 23 July 2024
ISBN Information:
Print on Demand(PoD) ISSN: 2165-0608
Conference Location: Mersin, Turkiye

References

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