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October 20, 2025Open Access

Enhancing Cloud Task Scheduling Using a Hybrid Particle Swarm and Grey Wolf Optimization Approach

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Authors

RPRajesh S. PrasadARAnkit RoySKSuchi Kumari

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Overview

Hybrid approach improves task scheduling efficiency in cloud computing, suggesting better workload management.

Key Points

  • HybridPSOGWO outperformed existing methods in task scheduling, leading to a 15% reduction in makespan.
  • Key metrics like throughput improved by 10% using the new hybrid optimization approach.
  • This study utilized a simulation tool and real-world data, enhancing the relevance of findings.
  • The method's design allows for effective adaptation to dynamic workloads within cloud systems.

Cite This Study

Prasad et al. (2025) studied this question.

synapsesocial.com/papers/68f5c338e2d8b12842645a09https://doi.org/10.48550/arxiv.2505.15171
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