Analysis of exhaustive service and gated service improved polling system based on Anylogic

Xiong Lei, Guan Zheng, He Min, W. Shijie
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Abstract

This paper presents a exhaustive-gated mixed service polling model which provides a better fairness and small delay in the scene of data brust. In the presented model, the serve selects exhaustive service(ES) and gated service(GS) with probability. GS can consider fairness of the system, while ES can solve the problem of data brust. Given the fact that traditional numerical analysis do bad in analyzing this model accurately. The simulation model is established in Anylogic. The experimental results indicate that the system performance in mean queue size(MQS), mean latency time (MLT) and thruput are improved when comparing with the classical polling model.
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穷尽服务和门控服务的分析改进了基于Anylogic的轮询系统
本文提出了一种穷举门控混合服务轮询模型,该模型在数据突发场景下具有更好的公平性和较小的延迟。在该模型中,服务端以概率选择穷举服务和门控服务。GS可以考虑系统的公平性,而ES可以解决数据突发的问题。传统的数值分析方法不能准确地分析该模型。在Anylogic中建立了仿真模型。实验结果表明,与传统的轮询模型相比,该模型在平均队列大小(MQS)、平均延迟时间(MLT)和吞吐量方面的性能都得到了提高。
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