标题 |
Online task offloading algorithm based on multi-objective optimization caching strategy
基于多目标优化缓存策略的在线任务卸载算法
相关领域
计算机科学
任务(项目管理)
马尔可夫决策过程
隐藏物
最优化问题
遗传算法
在线算法
移动边缘计算
服务器
分布式计算
算法
计算机网络
马尔可夫过程
数学
管理
经济
统计
机器学习
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其它 | Within the realm of Mobile Edge Computing (MEC), task offloading has consistently garnered significant attention. Within the context of intricate caching environments and multi-user scenarios, conventional solutions frequently encounter difficulties in simultaneously fulfilling the demands for latency reduction and energy consumption optimization. This paper presents a novel online task offloading algorithm that leverages a multi-objective optimization caching strategy. This algorithm addresses two challenges: the Online Task Offloading (OTO) problem and the Online Task File Caching (OTFC) problem. The OTO problem is conceptualized as a multi-user game, where Nash equilibrium is employed to effectively characterize and address it. |
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