Simulation of CPU Scheduling Algorithms using Poisson Distribution

A. Mishra, Abdullahi Ofujeh Ahmed
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Abstract

Numerous scheduling algorithms have been developed and implemented in a bid to optimized CPU utilization. However, selecting a scheduling algorithm for real system is still very challenging as most of these algorithms have their peculiarities. In this paper, a comparative analysis of three CPU scheduling algorithms Shortest Job First Non-Preemptive, Dynamic Round-Robin even-odd number quantum Scheduling algorithm and Highest Response-Ratio-Next (HRRN) was carried out using dataset generated using Poisson Distribution. The performance of these algorithms was evaluated in the context of Average Waiting Time (AWT), Average Turnaround Time (ATT). Experimental results showed that Shortest Job First Non-Pre-emptive resulted in minimal AWT and ATT when compared with two other algorithms.
基于泊松分布的CPU调度算法仿真
为了优化CPU利用率,已经开发和实现了许多调度算法。然而,由于大多数调度算法都有其自身的特点,在实际系统中选择调度算法仍然是一个非常具有挑战性的问题。本文利用泊松分布生成的数据集,对比分析了最短作业优先非抢占调度算法、动态轮循偶数奇数量子调度算法和最高响应比下一调度算法(HRRN)。在平均等待时间(AWT)和平均周转时间(ATT)的背景下,对这些算法的性能进行了评估。实验结果表明,与其他两种算法相比,最短作业优先非抢占算法的AWT和ATT最小。
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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