标题 |
A back adjustment based dependent task offloading scheduling algorithm with fairness constraints in VEC networks
VEC网络中基于反向调整的公平性约束相关任务卸载调度算法
相关领域
计算机科学
调度(生产过程)
动态优先级调度
公平份额计划
固定优先级先发制人调度
循环调度
马尔可夫决策过程
单调速率调度
分布式计算
两级调度
最早截止时间优先安排
服务质量
算法
数学优化
马尔可夫过程
计算机网络
数学
统计
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DOI |
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其它 | In Vehicular Edge Computing (VEC) networks, task offloading scheduling has been drawing more and more attention as an effective way to relieve the computational burden of vehicles. However, with the intelligent and networked development of vehicles, the complex data dependency between in-vehicle tasks brings challenges to offloading scheduling. Moreover, scheduling fairness has a growing impact on the average Quality of Service (QoS) of vehicles in the network. To this end, we propose a dependent task offloading scheduling algorithm with fairness constraints based on a back adjustment mechanism. First, to solve the execution constraint problem caused by dependent tasks and the scheduling fairness problem in multi-user scenarios, a two-level task sorting algorithm is given to determine the scheduling sequence of tasks. |
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