Optimize Duplicate Job Scheduling with Grey Wolf Optimizer Algorithm

Managing the computer resources for the quantity of jobs, complexity, dependency, resource starvation, load balancing, and efficiency are the difficulties of parallel computing.The urge to examine various optimization strategies in order to complete tasks without putting oneself in danger is the risk associated with parallel computing.In order to efficiently schedule several jobs with a shorter schedule duration and load balance, the Grey Wolf Optimizer (GWO) algorithm with load balancing approach on parallel processing is provided here.The experimental findings shown that the GWO can reduce computing complexity while effectively balancing the load.

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Publication Details

Journal
International Journal of Research Publication and Reviews
Published
2025-05-01
DOI
https://doi.org/10.55248/gengpi.6.0525.18100
Primary Topic
Scheduling and Optimization Algorithms
Type
article
Field-Weighted Citation Impact
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article

Optimize Duplicate Job Scheduling with Grey Wolf Optimizer Algorithm

Rachhpal Singh
International Journal of Research Publication and Reviews
Scheduling and Optimization Algorithms
article

Optimize Duplicate Job Scheduling with Grey Wolf Optimizer Algorithm

Rachhpal Singh
article en

Abstract

Managing the computer resources for the quantity of jobs, complexity, dependency, resource starvation, load balancing, and efficiency are the difficulties of parallel computing.The urge to examine various optimization strategies in order to complete tasks without putting oneself in danger is the risk associated with parallel computing.In order to efficiently schedule several jobs with a shorter schedule duration and load balance, the Grey Wolf Optimizer (GWO) algorithm with load balancing approach on parallel processing is provided here.The experimental findings shown that the GWO can reduce computing complexity while effectively balancing the load.

International Journal of Research Publication and ReviewsVol. 6(5)
Government Medical College, Amritsar (IN)
Decent work and economic growth
Openalex Percentile: Top 83%
Scheduling and Optimization Algorithms
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