模拟器采样工具设计与实现

DESIGN AND IMPLEMENTATION OF SIMULATOR SAMPLING TOOL

采样技术作为一种高效的模拟器加速手段,目前已得到广泛的应用。但采样技术通常需要使用大量的数据分析算法,因此,如何方便快捷地集成采样技术所需的各种算法,不仅可以让采样技术更加简单易用,也能够提高对新采样技术的评估效率。设计并实现了针对采样技术的自动化工具,该工具可以让用户自己设计采样算法,并且能自动且高效地完成采样算法的分析。实验数据表明,该工具能自动且高效地完成采样算法的分析,同时具有运算速度快、可扩展性强等优点。

Sampling simulation technique is widely used at present as an efficient simulator acceleration method.But sampling technique usually needs a lot of data analysing algorithms,therefore to integrate the algorithms required by sampling techniques conveniently and rapidly not only makes the sampling simulation technique simpler and easier to use,but also improves the evaluation efficiency of new sampling simulation technique.As a result,in this paper we design and implement an automatic tool pertaining to sampling technique,this tool is able to have user design his own sampling algorithm,and can complete the analyses of sampling algorithm automatically and efficiently.Experiment shows that this tool can automatically and efficiently accomplish the analyses work of the sampling algorithm,and meanwhile has the advantages of fast computation speed and high scalability.