具有重尾服务时间分布的N-burst/G/1模型

Ronit Nossenson, H. Attiya
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引用次数: 11

摘要

本文提出了一种新的分析排队模型——具有重尾服务时间分布的N-burst/G/1模型,该模型捕捉了实证研究中观察到的许多影响Web服务器的问题。给出了模型等待时间分布的渐近计算;这依赖于计算具有重尾服务时间分布的M/G/1模型的等待时间分布。最后,通过实际数据和仿真验证了模型的假设,验证了模型的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The N-burst/G/1 model with heavy-tailed service-times distribution
The paper introduces a new analytic queuing model, the N-burst/G/1 model with heavy-tailed service-time distribution, which captures many of the issues that affect Web servers as observed by empirical studies. An asymptotic calculation of the model's waiting-time distribution is presented; this relies on calculating the waiting-time distribution in the M/G/1 model with heavy-tailed service-time distribution. Finally, using real data and simulation, we verify the model's assumptions and demonstrate its accuracy.
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