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Exploring gate-limited analytical models for high-performance network storage servers

机译:探索高性能网络存储服务器的门限分析模型

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摘要

Gate-limited service is a type of service discipline found in queueing theory and can be used to describe a number of operational environments, for example, large transport\udsystems such as buses, trains or taxis, etc. Recently, there has been the observation that such systems can also be used to describe interactive Internet Services which use a Client/Server interaction. In addition, new services of this genre are being developed for the local area. One such service is a Network Memory Server (NMS) being developed here at Middlesex University. Though there are several examples of real systems that can be modelled using gate-limited service, it is fair to say that the analytical models which have been developed for gate-limited systems have been difficult to use, requiring many iterations before practical results can be generated. In this paper, a detailed gate-limited bulk service queueing model based on Markov chains is explored and a numerical solution\udis demonstrated for simple scenarios. Quantitative results are presented and compared with a mathematical simulation. The analysis is used to develop an algorithm based on\udthe concept of optimum operational points. The algorithm is then employed to build a high-performance server which is capable of balancing the need to prefetch for streaming\udapplications while promptly satisfying demand misses. The algorithm is further tested using a systems simulation and then incorporated into an Experimental File System (EFS)\udwhich showed that the algorithm can be used in a real networking environment.
机译:限门服务是排队论中发现的一种服务学科,可用于描述多种运行环境,例如,大型运输\系统,例如公共汽车,火车或出租车等。最近,已经观察到这样的系统还可以用来描述使用客户端/服务器交互的交互式Internet服务。另外,正在为本地开发这种类型的新服务。一种这样的服务是在Middlesex大学开发的网络内存服务器(NMS)。尽管可以使用门限服务对真实系统进行建模,但可以说,为门限系统开发的分析模型很难使用,需要多次迭代才能得出实际结果。产生。本文研究了一种基于马尔可夫链的详细的门限批量服务排队模型,并为简单场景提供了数值解\ udis。给出了定量结果,并与数学模拟进行了比较。该分析用于开发基于最佳操作点概念的算法。然后,采用该算法构建高性能服务器,该服务器能够平衡对流\ ud应用程序的预取需求,同时迅速满足需求遗漏。使用系统仿真对该算法进行了进一步测试,然后将其合并到实验文件系统(EFS)\ ud中,该文件表明该算法可以在实际的网络环境中使用。

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