Dynamic queue deadline first scheduling algorithm for soft real time systems

A. lqbal, A. Zafar, B. Siddique
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引用次数: 8

Abstract

Most embedded real time systems are based on uiniprocessor architecture, and deadline miss ratio is always a mainstay .fr anv type of real time system. This paper presents the design and analysis of a new scheduling algorithm, Dynamic Queue Deadline First (DQDF) to handle scheduling of dynamic multiple tasks in real time systems. Soft real-time processing is a realtime processing in which some or all applicati6ns are allowed to miss deadlines, particularly in situations of system load. In this paper, a new scheduler is introduced to minimize the overhead and percentage of deadline misses to improve the system utilization andfairness. We have used Earliest Deadline First (EDF) with dynamic queuing technique, as it is an optimal scheduling algorithm for uniprocessor systems. Simulation results show that with DQDF algorithm, the deadline miss ratio is improved and fairness is restored by utsing static priority approach. The comparison of the new scheduler DQDF with simple EDF scheduler results the perjbrmance improvement upto 68%.
软实时系统的动态队列截止日期优先调度算法
大多数嵌入式实时系统都是基于单处理器架构的,对于任何类型的实时系统来说,截止日期缺失率一直是一个重要的指标。针对实时系统中动态多任务调度问题,设计并分析了一种新的调度算法——动态队列截止时间优先算法(DQDF)。软实时处理是一种允许部分或全部应用程序错过截止日期的实时处理,特别是在系统负载的情况下。本文引入了一种新的调度器,以最大限度地减少系统开销和错过截止日期的百分比,从而提高系统的利用率和公平性。由于EDF是单处理器系统的最优调度算法,我们将其与动态排队技术结合使用。仿真结果表明,采用DQDF算法,采用静态优先级方法,提高了最后期限失误率,恢复了公平性。将新的调度器DQDF与简单的EDF调度器进行比较,性能提高了68%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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