批量到达流量生成算法

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摘要

文章探讨了分析排队系统的算法方法。在软件实施之前,总是要先开发出某种对象或过程的算法模型。算法库结合了连续和离散逻辑函数,与分析方法相比,大大扩展了算法方法的可能性。多业务电信网络中的数据包流具有明显的突发特征,与泊松流有很大不同。整个连贯分析理论适用于泊松流,但不幸的是却不适用于突发流。可以通过模拟建模来获得突发流排队系统的真实结果,这需要模拟过程算法方面的知识和技能。本文考虑了一种软件工具--转换器,并介绍了生成具有各种突发结构的突发流的示例。对不同服务领域的排队系统算法模型进行了分析。强调了进一步发展排队系统算法理论的必要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
BATCH ARRIVAL FLOW GENERATION ALGORITHMS
The article observes algorithmic methods for a nalyzing ofqueuing systems. Software implementation is always preceded by the development of some algorithmic model of an object or process. The arsenal of algorithms combines both continuous and discrete logical functions, significantly expanding possibilities of algorithmic methods compared to analytical ones. Packet flows in multiservice telecommunication networks have a clearly expressed burst character and differ from Poisson flows significantly. The entire coherent analytic theory, which is valid for Poisson flows, unfortunately becomes unsuitable for burst flows. Real results for queuing systems with bursty flows may be obtained using simulation modeling, which requires knowledge and skills in algorithmizing of simulated processes. A software tool – a converter – is considered and examples of generating burst streams with various burst structures are presented. An analysis of algorithmic models of queuing systems for various service disciplines was conducted. The need for further development of the algorithmic theory of queuing systems is emphasized.
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