{"id":"https://openalex.org/W4210528348","doi":"https://doi.org/10.1109/cmsbse.2013.6604429","title":"Testing elastic systems with surrogate models","display_name":"Testing elastic systems with surrogate models","publication_year":2013,"publication_date":"2013-05-01","ids":{"openalex":"https://openalex.org/W4210528348","doi":"https://doi.org/10.1109/cmsbse.2013.6604429"},"language":"en","primary_location":{"id":"doi:10.1109/cmsbse.2013.6604429","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cmsbse.2013.6604429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 1st International Workshop on Combining Modelling and Search-Based Software Engineering (CMSBSE)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077479330","display_name":"Alessio Gambi","orcid":"https://orcid.org/0000-0002-0132-6497"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Alessio Gambi","raw_affiliation_strings":["Technische Universitat Wien, Wien, Wien, AT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technische Universitat Wien, Wien, Wien, AT","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025964629","display_name":"Waldemar Hummer","orcid":"https://orcid.org/0000-0002-8559-3727"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Waldemar Hummer","raw_affiliation_strings":["Vienna University of Technology, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vienna University of Technology, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004847496","display_name":"Schahram Dustdar","orcid":"https://orcid.org/0000-0001-6872-8821"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Schahram Dustdar","raw_affiliation_strings":["Vienna University of Technology, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vienna University of Technology, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I145847075"],"apc_list":null,"apc_paid":null,"fwci":0.6785,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.66280825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"8","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.775556206703186},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7745975255966187},{"id":"https://openalex.org/keywords/elasticity","display_name":"Elasticity (physics)","score":0.6943975687026978},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.43965524435043335},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.430833101272583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28563088178634644}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.775556206703186},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7745975255966187},{"id":"https://openalex.org/C121854251","wikidata":"https://www.wikidata.org/wiki/Q62932","display_name":"Elasticity (physics)","level":2,"score":0.6943975687026978},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.43965524435043335},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.430833101272583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28563088178634644},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cmsbse.2013.6604429","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cmsbse.2013.6604429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 1st International Workshop on Combining Modelling and Search-Based Software Engineering (CMSBSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1510052597","https://openalex.org/W1524725166","https://openalex.org/W2005383221","https://openalex.org/W2018044188","https://openalex.org/W2036838567","https://openalex.org/W2048652859","https://openalex.org/W2048711666","https://openalex.org/W2049791239","https://openalex.org/W2051783870","https://openalex.org/W2053296692","https://openalex.org/W2072942446","https://openalex.org/W2082488954","https://openalex.org/W2102782308","https://openalex.org/W2110337982","https://openalex.org/W2110764811","https://openalex.org/W2119296494","https://openalex.org/W2120995957","https://openalex.org/W2131975033","https://openalex.org/W2132497824","https://openalex.org/W2134144591","https://openalex.org/W2143266849","https://openalex.org/W2146136779","https://openalex.org/W2147338786","https://openalex.org/W2147826933","https://openalex.org/W4211049957","https://openalex.org/W6631463342"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2620865396"],"abstract_inverted_index":{"We":[0,16],"combine":[1],"search-based":[2,137],"test":[3,127],"case":[4],"generation":[5],"and":[6,26,143],"surrogate":[7,141],"models":[8],"for":[9,129],"black-box":[10],"system":[11,31,83,91],"testing":[12,84],"of":[13,44,48,74,96,109,112,125],"elastic":[14,130],"systems.":[15],"aim":[17],"to":[18,30,40,54,69,79],"efficiently":[19],"generate":[20],"tests":[21],"that":[22,148],"expose":[23,86],"functional":[24],"errors":[25],"performance":[27],"problems":[28,88],"related":[29],"elasticity.":[32],"Elastic":[33],"systems":[34],"dynamically":[35],"change":[36],"their":[37,52],"resources":[38,75],"allocation":[39],"provide":[41],"consistent":[42],"quality":[43],"service":[45],"in":[46],"face":[47],"workload":[49],"fluctuations.":[50],"However,":[51,98],"ability":[53],"adapt":[55],"could":[56],"be":[57],"a":[58,136],"double":[59],"edged":[60],"sword":[61],"if":[62],"not":[63],"properly":[64],"designed:":[65],"They":[66],"may":[67,85],"fail":[68,78],"acquire":[70],"the":[71,107,123,145],"right":[72],"amount":[73],"or":[76],"even":[77],"release":[80],"them.":[81],"Blackbox":[82],"such":[87,100],"by":[89],"stimulating":[90],"elasticity":[92],"with":[93,140],"suitable":[94],"sequences":[95,101],"interactions.":[97],"finding":[99],"is":[102,116],"far":[103],"from":[104],"trivial":[105],"because":[106],"number":[108],"possible":[110],"combinations":[111],"requests":[113],"over":[114],"time":[115],"unbounded.":[117],"In":[118],"this":[119],"paper,":[120],"we":[121,132],"analyze":[122],"problem":[124],"generating":[126],"cases":[128],"systems,":[131],"cast":[133],"it":[134],"as":[135],"optimization":[138],"combined":[139],"models,":[142],"present":[144],"conceptual":[146],"framework":[147],"supports":[149],"its":[150],"execution.":[151]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}