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Web Performance Testing and Prediction

  • MA Lin ,
  • LUO Tie-Jian ,
  • SONG Jin-Liang ,
  • YE Shi-Wei
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  • School of Information Science and Engineering, Graduate School, Chinese Academy of Sciences, Beijing 100049, China

Received date: 2004-03-03

  Revised date: 2004-06-03

  Online published: 2005-07-15

Abstract

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

Cite this article

MA Lin , LUO Tie-Jian , SONG Jin-Liang , YE Shi-Wei . Web Performance Testing and Prediction[J]. Journal of University of Chinese Academy of Sciences, 2005 , 22(4) : 472 -479 . DOI: 10.7523/j.issn.2095-6134.2005.4.012

References

[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

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