收稿日期: 2004-03-03
修回日期: 2004-06-03
网络出版日期: 2005-07-15
基金资助
国家科技部“国家重点实验室网上合作研究平台”项目 (2003DEA5G040);中国科学院研究生院院长基金(YZJJ200206)资助
Web Performance Testing and Prediction
Received date: 2004-03-03
Revised date: 2004-06-03
Online published: 2005-07-15
马琳 , 罗铁坚 , 宋进亮 , 叶世伟 . Web性能测试与预测[J]. 中国科学院大学学报, 2005 , 22(4) : 472 -479 . DOI: 10.7523/j.issn.2095-6134.2005.4.012
This paper discusses performance testing and optimization method of a Web Application and gives a practical sample to show how to test performance of a Web Application and analyzes the testing result. A transductive inference based algorithm is designed to predict system performance based on limited historical testingdata. This paper also discusses briefly how to optimize the performance of a Web Application based on testing result in a general way
Key words： Web Application; performance testing; transductive inference
[1] Zhang YS. Web Based System Testing Methods. China System analyst. http :PPwww. csai. cnP testPweb. htm (in Chinese)
[2] http :PPhttpunit. sourceforge. netP
[3] http :PPopenload. sourceforge. netP
[4] SCL Reference. http :PPwww. opensta. orgPdocsPsclrefP
[5] Question Web Performance“82second rule”.http :PPwww. zdnet. com. cnP techupdatePapplyPservicePstoryP0,3800030542,39130960,00. htm (in Chinese)
[6] Vapnik V. Statistical Learning Theory. John Wiley and Sons. 1998
[7] Vapnik V. The Nature of Statistical Learning Theory. Springer, 1995
[8] Gammerman A, Vapnik V, Vowk V. Learning by transduction. In : Proceedings of the 14th Conference on Uncertainty in Artifical Intelligence.Wisconsin, 1998. 148～156
[9] Joachims T. Transductive inference for text classification using support vector machine. In : Proceedings of the 16th International Conference on Machine Learning (ICML). San Francisco : Morgan Kaufmann Publishers, 1999. 200～209
[10] Chen YS, Wang GP, Dong SH. A progressive transductive inference algorithm based on support vector machine. Journal of Software. 2003, 14(3) : 451～460 (in Chinese with English abstract)
[11] Chapelle O, Vapnik V, Weston J. Transductive inference for estimating values of functions.http :PPaxiom. anu. edu. auP～manojitPSVMPPapers %20and %20ArticlesPChapelleVapnikWeston. ps
/
| 〈 |
|
〉 |
