Analysis of an M/G/1 Queue with Repeated Inhomogeneous Vacations with Application to IEEE 802.16e Power Saving Mechanism

Sara Alouf, E. Altman, A. Azad
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引用次数: 31

Abstract

The goal of this paper is to establish a general approach for analyzing queueing models with repeated in homogeneous vacations. At the end of a vacation, the server goes on another vacation, possibly with a different probability distribution, if during the previous vacation there have been no arrivals. In case there have been one or more arrivals during a vacation then a busy period starts after a warm-up time. In order to get an insight on the influence of parameters on the performance, we choose to study a simple M/G/1 queue (Poisson arrivals and general independent service times) which has the advantage of being tractable analytically. The theoretical model is applied to the problem of power saving for mobile devices in which the sleep durations of a device correspond to the vacations of the server. Various system performance metrics such as the frame response time and the economy of energy are derived. A constrained optimization problem is formulated to maximize the economy of energy achieved in power save mode, with constraints as QoS conditions to be met. An illustration of the proposed methods is shown with a WiMAX system scenario to obtain design parameters for better performance. Our analysis allows us not only to optimize the system parameters for a given traffic intensity but also to propose parameters that provide the best performance under worst case conditions.
具有重复非均匀休假的M/G/1队列分析及其在IEEE 802.16e节能机制中的应用
本文的目的是建立一种分析具有重复同质假期的排队模型的通用方法。在假期结束时,如果在前一个假期中没有到达,服务器将进行另一个假期,可能具有不同的概率分布。如果在假期有一个或更多的人到达,那么在热身时间之后,繁忙的时期就开始了。为了深入了解参数对性能的影响,我们选择研究一个简单的M/G/1队列(泊松到达和一般独立服务时间),它具有易于分析处理的优点。该理论模型应用于移动设备的省电问题,其中设备的睡眠时间与服务器的休假时间相对应。推导了各种系统性能指标,如帧响应时间和能源经济性。为了使节能模式下的能源经济性最大化,提出了一个约束优化问题,并将约束作为需要满足的QoS条件。以WiMAX系统场景为例,说明了所提出的方法,以获得更好的性能的设计参数。我们的分析不仅使我们能够针对给定的交通强度优化系统参数,而且还可以提出在最坏情况下提供最佳性能的参数。
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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