一种基于转导的预测算法及其在软件性能测试中的应用

A Transductive Based Prediction Algorithm and Its Application in Software Performance Testing

通过对转导推理理论的分析,设计了一种基于转导推理的预测算法。软件系统性能测试中的某些领域,如基于有限的历史测试数据,在某个特定条件下对系统响应时间的测试和分析,与转导推理具有相同的应用前提条件和应用目标,即利用小样本测试数据集,计算感兴趣处的结果。基于这一点,将所设计的算法应用在实际系统中的软件性能测试模块,并取得了一定的价值。

Through the analysis of transductive inference theory, the paper designs a transductive inference based prediction algorithm. Some fields of software system performance testing and analysis, for example, response time testing and analysis under a specific condition using a limited historical testing sample set, have the same application prerequisite and application target of transductive inference, i.e., computing specific interested results from a relatively small sample testing set, so the algorithm is applied into some fields of software system performance testing and some values are created.