服务器在线上的多次预期移动

Xinjian Lu, Yigal Gerchak
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引用次数: 4

摘要

本文研究了空闲服务器预期移动的目的地和可取性,旨在减少其对未来请求的响应时间。它的动机是某些类型的自动存储和检索系统、计算机磁盘和升降机。请求的时间和位置被认为是不确定的。如果请求在预期移动过程中到达,则服务器将在非中断移动完成后转到请求。否则,可以考虑另一个预期移动,以便更接近静态最优。开发了一个随机动态规划模型,用于确定是否从每个起始位置移动以及从哪里移动。分析了最优解的结构性质。为了深入了解此类举措的性质和好处,我们对数值示例进行了探索。这些数字示例表明,这些好处在很大程度上取决于请求的到达率及其位置分布,以及服务器的设置时间和速度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multiple anticipatory moves of a server on a line

This paper investigates the destination and desirability of anticipatory moves by an idle server aimed at reducing its response time for future requests. It is motivated by certain types of automated storage and retrieval systems, computer disks and elevators. Requests' timing and location are assumed to be uncertain. If a request arrives during an anticipatory move, the server will travel to the request upon the completion of the noninterruptible move. Otherwise, another anticipatory move can be considered in order to be closer to the static optimum. A stochastic dynamic programming model is developed for finding whether and where to move from each starting location. Structural properties of the optimal solutions are analyzed. Numerical examples are explored to provide insight into the nature and benefit of such moves. These numerical examples show the benefits depend heavily on requests' arrival rate and their location distribution, as well as on the server's setup time and speed.

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