计算机科学
调度(生产过程)
马尔可夫链
排队论
马尔可夫过程
时间限制
任务(项目管理)
先发制人
排队
任务分析
固定优先级先发制人调度
分布式计算
实时计算
马尔可夫决策过程
动态优先级调度
数学优化
单调速率调度
地铁列车时刻表
计算机网络
操作系统
机器学习
数学
统计
管理
政治学
法学
经济
作者
Jiaxin Li,Xiaohu You,Jun Zheng
标识
DOI:10.1109/lcomm.2023.3270338
摘要
This letter studies the performance modeling of a single-server MEC system with a task scheduling strategy that takes into account both the priority and time constraint of a computing task. A 3-D Markov chain is built to describe the queuing and processing process of computing tasks at an MEC server under the task scheduling strategy. Based on the Markov model, a theoretical model is further derived to analyze the performance of the system in terms of the average drop probability and average waiting time. The impacts of major parameters on the system performance are investigated based on the theoretical performance model.
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