{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T02:03:46Z","timestamp":1769738626181,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":37,"publisher":"ACM","license":[{"start":{"date-parts":[[2010,1,28]],"date-time":"2010-01-28T00:00:00Z","timestamp":1264636800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2010,1,28]]},"DOI":"10.1145\/1712605.1712624","type":"proceedings-article","created":{"date-parts":[[2010,2,2]],"date-time":"2010-02-02T13:33:55Z","timestamp":1265117635000},"page":"105-116","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":126,"title":["Automatically improve software architecture models for performance, reliability, and cost using evolutionary algorithms"],"prefix":"10.1145","author":[{"given":"Anne","family":"Martens","sequence":"first","affiliation":[{"name":"Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany"}]},{"given":"Heiko","family":"Koziolek","sequence":"additional","affiliation":[{"name":"ABB Corporate Research, Ladenburg, Germany"}]},{"given":"Steffen","family":"Becker","sequence":"additional","affiliation":[{"name":"FZI Karlsruhe, Karlsruhe, Germany"}]},{"given":"Ralf","family":"Reussner","sequence":"additional","affiliation":[{"name":"Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany"}]}],"member":"320","published-online":{"date-parts":[[2010,1,28]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/MOMPES.2009.5069138"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2004.9"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2008.03.066"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/937503.937505"},{"key":"e_1_3_2_1_5_1","volume-title":"Software Cost Estimation with Cocomo II","author":"Boehm B.W.","year":"2000","unstructured":"B.W. Boehm , C. Abts , A.W. Brown , S. Chulani , B.K. Clark , E. Horowitz , R. Madachy , D.J. Reifer , and B. Steece . Software Cost Estimation with Cocomo II . Prentice Hall , Upper Saddle River, NJ, USA, 2000 . B.W. Boehm, C. Abts, A.W. Brown, S. Chulani, B.K. Clark, E. Horowitz, R. Madachy, D.J. Reifer, and B. Steece. Software Cost Estimation with Cocomo II. Prentice Hall, Upper Saddle River, NJ, USA, 2000."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1216993.1217020"},{"key":"e_1_3_2_1_7_1","first-page":"70","volume-title":"Proceedings of the International Workshop on Software Quality and Maintainability (SQM'09)","author":"Brosch F.","year":"2009","unstructured":"F. Brosch and B. Zimmerova . Design-Time Reliability Prediction for Software Systems . In Proceedings of the International Workshop on Software Quality and Maintainability (SQM'09) , pages 70 -- 74 , March 2009 . F. Brosch and B. Zimmerova. Design-Time Reliability Prediction for Software Systems. In Proceedings of the International Workshop on Software Quality and Maintainability (SQM'09), pages 70--74, March 2009."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/1068009.1068189"},{"key":"e_1_3_2_1_9_1","volume-title":"Graphical Methods for Data Analysis. Wadsworth Internat","author":"Chambers J.M.","year":"1983","unstructured":"J.M. Chambers , W.S. Cleveland , B. Kleiner , and P.A. Tukey . Graphical Methods for Data Analysis. Wadsworth Internat . Group , 1983 . J.M. Chambers, W.S. Cleveland, B. Kleiner, and P.A. Tukey. Graphical Methods for Data Analysis. Wadsworth Internat. Group, 1983."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF03325101"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/SEAA.2009.85"},{"key":"e_1_3_2_1_12_1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1007\/978-3-540-75211-0_13","volume-title":"Proc. of Fourth European Performance Engineering Workshop","author":"Cortellessa V.","year":"2007","unstructured":"V. Cortellessa and L. Frittella . A framework for automated generation of architectural feedback from software performance analysis . In K. Wolter, editor, Proc. of Fourth European Performance Engineering Workshop , volume 4748 of Lecture Notes in Computer Science , pages 171 -- 185 . Springer , 2007 . V. Cortellessa and L. Frittella. A framework for automated generation of architectural feedback from software performance analysis. In K. Wolter, editor, Proc. of Fourth European Performance Engineering Workshop, volume 4748 of Lecture Notes in Computer Science, pages 171--185. Springer, 2007."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/8.3.250"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"crossref","first-page":"849","DOI":"10.1007\/3-540-45356-3_83","volume-title":"Parallel Problem Solving from Nature PPSN VI","author":"Deb K.","year":"2000","unstructured":"K. Deb , S. Agrawal , A. Pratap , and T. Meyarivan . A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II . In Parallel Problem Solving from Nature PPSN VI , volume 1917\/2000 , pages 849 -- 858 . Springer-Verlag, Berlin , Germany , 2000 . K. Deb, S. Agrawal, A. Pratap, and T. Meyarivan. A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II. In Parallel Problem Solving from Nature PPSN VI, volume 1917\/2000, pages 849--858. Springer-Verlag, Berlin, Germany, 2000."},{"key":"e_1_3_2_1_15_1","volume-title":"Multicriteria Optimization","author":"Ehrgott M.","year":"2005","unstructured":"M. Ehrgott . Multicriteria Optimization . Springer-Verlag , New York, USA , 2005 . M. Ehrgott. Multicriteria Optimization. Springer-Verlag, New York, USA, 2005."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/378420.378799"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2008.74"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2007.4"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","unstructured":"L.\n      Grunske P.A.\n      Lindsay E.\n      Bondarev Y.\n      Papadopoulos and \n      D.P.\n     0002.\n  An outline of an architecture-based method for optimizing dependability attributes of software-intensive systems\n  . In R. de Lemos C. Gacek and A.B. Romanovsky editors WADS volume \n  4615\n   of \n  Lecture Notes in Computer Science pages \n  188\n  --\n  209\n  . \n  Springer-Verlag Berlin Germany 2006\n  .   L. Grunske P.A. Lindsay E. Bondarev Y. Papadopoulos and D.P. 0002. An outline of an architecture-based method for optimizing dependability attributes of software-intensive systems. In R. de Lemos C. Gacek and A.B. Romanovsky editors WADS volume 4615 of Lecture Notes in Computer Science pages 188--209. Springer-Verlag Berlin Germany 2006.","DOI":"10.1007\/978-3-540-74035-3_9"},{"key":"e_1_3_2_1_20_1","volume-title":"Predicting Software Performance in Symmetric Multi-core and Multiprocessor Environments. Dissertation","author":"Happe J.","year":"2008","unstructured":"J. Happe . Predicting Software Performance in Symmetric Multi-core and Multiprocessor Environments. Dissertation , University of Oldenburg , Germany, August 2008 . J. Happe. Predicting Software Performance in Symmetric Multi-core and Multiprocessor Environments. Dissertation, University of Oldenburg, Germany, August 2008."},{"key":"e_1_3_2_1_21_1","volume-title":"Performance Evaluation, 2009","author":"Happe J.","year":"2009","unstructured":"J. Happe , S. Becker , C. Rathfelder , H. Friedrich , and R.H. Reussner . Parametric Performance Completions for Model-Driven Performance Prediction . Performance Evaluation, 2009 . Accepted for publication in 2009 . J. Happe, S. Becker, C. Rathfelder, H. Friedrich, and R.H. Reussner. Parametric Performance Completions for Model-Driven Performance Prediction. Performance Evaluation, 2009. Accepted for publication in 2009."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/FOSE.2007.29"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02414-6_12"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02351-4_2"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.entcs.2009.09.026"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-69814-2_6"},{"key":"e_1_3_2_1_27_1","unstructured":"M. Lukasiewycz. Opt4j -- the optimization framework for java. http:\/\/www.opt4j.org 2009.  M. Lukasiewycz. Opt4j -- the optimization framework for java. http:\/\/www.opt4j.org 2009."},{"key":"e_1_3_2_1_29_1","volume-title":"Software Reliability Measurement, prediction, application","author":"Musa J.D.","year":"1987","unstructured":"J.D. Musa , A. Iannino , and K. Okumoto . Software Reliability Measurement, prediction, application . McGraw-Hill , New York , 1987 . J.D. Musa, A. Iannino, and K. Okumoto. Software Reliability Measurement, prediction, application. McGraw-Hill, New York, 1987."},{"key":"e_1_3_2_1_30_1","volume-title":"UML Profile for Modeling and Analysis of Real-Time and Embedded systems (MARTE) RFP (realtime\/05-02-06)","author":"Object Management Group (OMG).","year":"2006","unstructured":"Object Management Group (OMG). UML Profile for Modeling and Analysis of Real-Time and Embedded systems (MARTE) RFP (realtime\/05-02-06) , 2006 . Object Management Group (OMG). UML Profile for Modeling and Analysis of Real-Time and Embedded systems (MARTE) RFP (realtime\/05-02-06), 2006."},{"key":"e_1_3_2_1_31_1","volume-title":"Revised Final Adopted Specification (formal\/2007-11-02)","author":"Object Management Group (OMG).","year":"2007","unstructured":"Object Management Group (OMG). Unified Modeling Language: Superstructure Specification: Version 2.1.2 , Revised Final Adopted Specification (formal\/2007-11-02) , 2007 . Object Management Group (OMG). Unified Modeling Language: Superstructure Specification: Version 2.1.2, Revised Final Adopted Specification (formal\/2007-11-02), 2007."},{"key":"e_1_3_2_1_32_1","unstructured":"Object Management Group (OMG). OMG Systems Modeling Language (OMG SysMLTM). http:\/\/www.sysmlforum.com\/docs\/specs\/OMGSysML-v1.1-08-11-01.pdf 11 2008.  Object Management Group (OMG). OMG Systems Modeling Language (OMG SysMLTM). http:\/\/www.sysmlforum.com\/docs\/specs\/OMGSysML-v1.1-08-11-01.pdf 11 2008."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.5381\/jot.2008.7.3.a1"},{"key":"e_1_3_2_1_34_1","volume-title":"Scalable Software","author":"Smith C.U.","year":"2002","unstructured":"C.U. Smith and L.G. Williams . Performance Solutions: A Practical Guide to Creating Responsive , Scalable Software . Addison-Wesley , 2002 . C.U. Smith and L.G. Williams. Performance Solutions: A Practical Guide to Creating Responsive, Scalable Software. Addison-Wesley, 2002."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/FOSE.2007.32"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/581339.581346"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/974043.974089"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/1383559.1383561"}],"event":{"name":"WOSP\/SIPEW'10: First Joint WOSP\/SIPEW International Conference on Performance Engineering","location":"San Jose California USA","acronym":"WOSP\/SIPEW'10","sponsor":["SIGMETRICS ACM Special Interest Group on Measurement and Evaluation","SIGSOFT ACM Special Interest Group on Software Engineering"]},"container-title":["Proceedings of the first joint WOSP\/SIPEW international conference on Performance engineering"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1712605.1712624","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1712605.1712624","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T12:41:35Z","timestamp":1750250495000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1712605.1712624"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,1,28]]},"references-count":37,"alternative-id":["10.1145\/1712605.1712624","10.1145\/1712605"],"URL":"https:\/\/doi.org\/10.1145\/1712605.1712624","relation":{},"subject":[],"published":{"date-parts":[[2010,1,28]]},"assertion":[{"value":"2010-01-28","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}