{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T19:10:19Z","timestamp":1772910619133,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":30,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642138201","type":"print"},{"value":"9783642138218","type":"electronic"}],"license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-13821-8_4","type":"book-chapter","created":{"date-parts":[[2010,6,15]],"date-time":"2010-06-15T11:41:38Z","timestamp":1276602098000},"page":"20-35","source":"Crossref","is-referenced-by-count":19,"title":["Statistical Inference of Software Performance Models for Parametric Performance Completions"],"prefix":"10.1007","author":[{"given":"Jens","family":"Happe","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dennis","family":"Westermann","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kai","family":"Sachs","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lucia","family":"Kapov\u00e1","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"4_CR1","doi-asserted-by":"crossref","unstructured":"Arlitt, M., Krishnamurthy, D., Rolia, J.: Characterizing the scalability of a large web-based shopping system. ACM Trans. on Internet Technology (TOIT), 44\u201369 (2001)","DOI":"10.1145\/383034.383036"},{"key":"4_CR2","doi-asserted-by":"crossref","unstructured":"Avritzer, A., Kondek, J., Liu, D., Weyuker, E.J.: Software performance testing based on workload characterization. In: WOSP, pp. 17\u201324 (2002)","DOI":"10.1145\/584370.584373"},{"key":"4_CR3","doi-asserted-by":"crossref","unstructured":"Balsamo, S., Di Marco, A., Inverardi, P., Simeoni, M.: Model-Based Performance Prediction in Software Development: A Survey. IEEE Trans. on Software Engineering, 295\u2013310 (2004)","DOI":"10.1109\/TSE.2004.9"},{"key":"4_CR4","doi-asserted-by":"crossref","unstructured":"Barber, S.: Creating effective load models for performance testing with incomplete empirical data. In: WSE, pp. 51\u201359 (2004)","DOI":"10.1109\/WSE.2004.10002"},{"key":"4_CR5","doi-asserted-by":"crossref","unstructured":"Beasley, D., Bull, D.R., Martin, R.R.: An overview of genetic algorithms: Part 1, fundamentals (1993)","DOI":"10.1162\/evco.1993.1.2.101"},{"key":"4_CR6","doi-asserted-by":"crossref","unstructured":"Becker, S., Koziolek, H., Reussner, R.: The Palladio component model for model-driven performance prediction. Journal of Systems and Software, 3\u201322 (2009)","DOI":"10.1016\/j.jss.2008.03.066"},{"key":"4_CR7","doi-asserted-by":"crossref","unstructured":"Brosig, F., Kounev, S., Krogmann, K.: Automated Extraction of Palladio Component Models from Running Enterprise Java Applications. In: ROSSA (2009)","DOI":"10.4108\/ICST.VALUETOOLS2009.7981"},{"key":"4_CR8","doi-asserted-by":"crossref","unstructured":"Courtois, M., Woodside, M.: Using regression splines for software performance analysis and software characterization. In: WOSP, pp. 105\u2013114 (2000)","DOI":"10.1145\/350391.350416"},{"key":"4_CR9","doi-asserted-by":"crossref","unstructured":"Denaro, G., Polini, A., Emmerich, W.: Early performance testing of distributed software applications. SIGSOFT Software Engineering Notes, 94\u2013103 (2004)","DOI":"10.1145\/974043.974059"},{"key":"4_CR10","doi-asserted-by":"crossref","unstructured":"Friedman, J.H.: Multivariate adaptive regression splines. Annals of Statistics, 1\u2013141 (1991)","DOI":"10.1214\/aos\/1176347973"},{"key":"4_CR11","doi-asserted-by":"crossref","unstructured":"Happe, J., Becker, S., Rathfelder, C., Friedrich, H., Reussner, R.H.: Parametric Performance Completions for Model-Driven Performance Prediction. Performance Evaluation (2009)","DOI":"10.1016\/j.peva.2009.07.006"},{"key":"4_CR12","doi-asserted-by":"crossref","unstructured":"Happe, J., Li, H., Theilmann, W.: Black-box Performance Models: Prediction based on Observation. In: QUASOSS, pp. 19\u201324 (2009)","DOI":"10.1145\/1596473.1596479"},{"key":"4_CR13","doi-asserted-by":"crossref","unstructured":"Hastie, T., Tibshirani, R., Friedman, J.: The Elements of Statistical Learning: Data mining, Inference and Prediction. Springer Series in Statistics (2009)","DOI":"10.1007\/978-0-387-84858-7"},{"key":"4_CR14","unstructured":"Holland, J.H.: Adaptation in Natural and Artificial Systems. University of Michigan Press, Ann Arbor (1975)"},{"key":"4_CR15","doi-asserted-by":"crossref","unstructured":"Kapova, L., Goldschmidt, T.: Automated feature model-based generation of refinement transformations. In: SEAA-EUROMICRO, pp. 141\u2013148 (2009)","DOI":"10.1109\/SEAA.2009.67"},{"key":"4_CR16","doi-asserted-by":"crossref","unstructured":"Kapova, L., Zimmerova, B., Martens, A., Happe, J., Reussner, R.H.: State dependence in performance evaluation of component-based software systems. In: WOSP\/SIPEW (2010)","DOI":"10.1145\/1712605.1712613"},{"key":"4_CR17","doi-asserted-by":"crossref","unstructured":"Kounev, S., Sachs, K.: Benchmarking and performance modeling of event-based systems. IT - Information Technology, 262\u2013269 (2009)","DOI":"10.1524\/itit.2009.0550"},{"key":"4_CR18","doi-asserted-by":"crossref","unstructured":"Koziolek, H.: Performance evaluation of component-based software systems: A survey. Performance Evaluation (2009)","DOI":"10.1016\/j.peva.2009.07.007"},{"key":"4_CR19","unstructured":"Kraft, S., Pacheco-Sanchez, S., Casale, G., Dawson, S.: Estimating service resource consumption from response time measurements. In: Valuetools (2006)"},{"key":"4_CR20","doi-asserted-by":"crossref","unstructured":"Krogmann, K., Kuperberg, M., Reussner, R.: Using Genetic Search for Reverse Engineering of Parametric Behaviour Models for Performance Prediction. IEEE Trans. on Software Engineering (2010)","DOI":"10.1109\/TSE.2010.69"},{"key":"4_CR21","doi-asserted-by":"crossref","unstructured":"Kumar, D., Zhang, L., Tantawi, A.: Enhanced inferencing: Estimation of a workload dependent performance model. In: Valuetools (2009)","DOI":"10.4108\/ICST.VALUETOOLS2009.7799"},{"issue":"11","key":"4_CR22","doi-asserted-by":"publisher","first-page":"928","DOI":"10.1109\/TSE.2005.127","volume":"31","author":"Y. Liu","year":"2005","unstructured":"Liu, Y., Fekete, A., Gorton, I.: Design-level performance prediction of component-based applications. IEEE Trans. Software Eng.\u00a031(11), 928\u2013941 (2005)","journal-title":"IEEE Trans. Software Eng."},{"key":"4_CR23","doi-asserted-by":"crossref","unstructured":"Pacifici, G., Segmuller, W., Spreitzer, M., Tantawi, A.: Dynamic estimation of cpu demand of web traffic. In: Valuetools, p. 26 (2006)","DOI":"10.1145\/1190095.1190128"},{"key":"4_CR24","doi-asserted-by":"crossref","unstructured":"Sachs, K., Appel, S., Kounev, S., Buchmann, A.: Benchmarking publish\/subscribe-based messaging systems. In: DASFAA Workshops: Benchmar\u2019X10 (2010)","DOI":"10.1007\/978-3-642-14589-6_21"},{"key":"4_CR25","doi-asserted-by":"crossref","unstructured":"Sachs, K., Kounev, S., Bacon, J., Buchmann, A.: Performance evaluation of message-oriented middleware using the SPECjms 2007 benchmark. Performance Evaluation (2009)","DOI":"10.1016\/j.peva.2009.01.003"},{"key":"4_CR26","doi-asserted-by":"crossref","unstructured":"Sharma, A., Bhagwan, R., Choudhury, M., Golubchik, L., Govindan, R., Voelker, G.M.: Automatic request categorization in internet services (2008)","DOI":"10.1145\/1453175.1453179"},{"key":"4_CR27","volume-title":"Performance Engineering of Software Systems","author":"C.U. Smith","year":"1990","unstructured":"Smith, C.U.: Performance Engineering of Software Systems. Addison-Wesley, USA (1990)"},{"key":"4_CR28","unstructured":"Sun\u00a0Microsystems,\u00a0Inc. Java Message Service (JMS) Specification - Version 1.1 (2002)"},{"key":"4_CR29","doi-asserted-by":"crossref","unstructured":"Woodside, M., Franks, G., Petriu, D.C.: The Future of Software Performance Engineering. In: ICSE, pp. 171\u2013187 (2007)","DOI":"10.1109\/FOSE.2007.32"},{"key":"4_CR30","doi-asserted-by":"crossref","unstructured":"Zheng, T., Woodside, C.M., Litoiu, M.: Performance model estimation and tracking using optimal filters. IEEE Trans. Software Engineering, 391\u2013406 (2008)","DOI":"10.1109\/TSE.2008.30"}],"container-title":["Lecture Notes in Computer Science","Research into Practice \u2013 Reality and Gaps"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-13821-8_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T23:53:32Z","timestamp":1740182012000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-13821-8_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642138201","9783642138218"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-13821-8_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010]]}}}