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11 October 2023 Scheduling cloud service experts with search heuristic
YiLei Yao
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Proceedings Volume 12800, Sixth International Conference on Computer Information Science and Application Technology (CISAT 2023); 128004M (2023) https://doi.org/10.1117/12.3004177
Event: 6th International Conference on Computer Information Science and Application Technology (CISAT 2023), 2023, Hangzhou, China
Abstract
This paper mainly focuses on a cloud service expert scheduling problem, where tasks can be transferred to other experts but must be reprocessed. As experts can handle several tasks simultaneously, a search heuristic with an error mechanism is designed to maximize the weighted sum of task processing efficiency, task delay, and expert load balance. Experiments have been carried out on datasets with three different distributions the comparison between the search heuristic without error mechanism and simulated annealing algorithm is made. The experimental results show that the proposed algorithm performs well in all datasets, which proves the capability of the algorithm to provide a better solution to cloud service expert scheduling problems.
(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.
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YiLei Yao "Scheduling cloud service experts with search heuristic", Proc. SPIE 12800, Sixth International Conference on Computer Information Science and Application Technology (CISAT 2023), 128004M (11 October 2023); https://doi.org/10.1117/12.3004177
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KEYWORDS
Clouds
Mathematical optimization
Algorithms
Evolutionary algorithms
Industry
Organization management
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