| 标题 |
 Priority-based task scheduling method over cloudlet using a swarm intelligence algorithm 基于群智能算法的cloudlet任务优先级调度方法
相关领域
计算机科学
CloudSim公司
群体智能
作业车间调度
觅食
元启发式
调度（生产过程）
云朵
算法
粒子群优化
数学优化
分布式计算
云计算
嵌入式系统
数学
操作系统
生态学
布线（电子设计自动化）
生物
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| 其它 | In a cloud environment, scheduling problem as an NP-complete problem can be solved using various metaheuristic algorithms. The metaheuristic algorithms are very popular for scheduling tasks because of their effectiveness. A bacterial foraging is a swarm intelligence algorithm inspired by the foraging and chemotactic phenomenon of bacteria. This paper proposes a task scheduling algorithm based on bacterial foraging optimization to reduce the idle time of virtual machines whereas the load balancing and reducing of runtime have occurred. The Cloudsim toolkit has assessed the performance of the proposed method in comparison with some scheduling algorithms. According to the obtained results, the makespan and energy consumption were reduced by using the proposed algorithm. |
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