{"id":"https://openalex.org/W3189490885","doi":"https://doi.org/10.1145/3464939","title":"Recommending Faulty Configurations for Interacting Systems Under Test Using Multi-objective Search","display_name":"Recommending Faulty Configurations for Interacting Systems Under Test Using Multi-objective Search","publication_year":2021,"publication_date":"2021-08-03","ids":{"openalex":"https://openalex.org/W3189490885","doi":"https://doi.org/10.1145/3464939","mag":"3189490885"},"language":"en","primary_location":{"id":"doi:10.1145/3464939","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3464939","pdf_url":null,"source":{"id":"https://openalex.org/S142627899","display_name":"ACM Transactions on Software Engineering and Methodology","issn_l":"1049-331X","issn":["1049-331X","1557-7392"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Software Engineering and Methodology","raw_type":"journal-article"},"type":"article","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/A5068670252","display_name":"Safdar Aqeel Safdar","orcid":"https://orcid.org/0000-0001-8090-6627"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]},{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Safdar Aqeel Safdar","raw_affiliation_strings":["Simula Research Laboratory and University of Oslo, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Simula Research Laboratory and University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I2799829267","https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058828089","display_name":"Tao Yue","orcid":"https://orcid.org/0000-0003-3262-5577"},"institutions":[{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]},{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN","NO"],"is_corresponding":false,"raw_author_name":"Tao Yue","raw_affiliation_strings":["Simula Research Laboratory and Nanjing University of Aeronautics and Astronautics"],"affiliations":[{"raw_affiliation_string":"Simula Research Laboratory and Nanjing University of Aeronautics and Astronautics","institution_ids":["https://openalex.org/I2799829267","https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076142098","display_name":"Shaukat Ali","orcid":"https://orcid.org/0000-0002-9979-3519"},"institutions":[{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Shaukat Ali","raw_affiliation_strings":["Simula Research Laboratory"],"affiliations":[{"raw_affiliation_string":"Simula Research Laboratory","institution_ids":["https://openalex.org/I2799829267"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068670252"],"corresponding_institution_ids":["https://openalex.org/I184942183","https://openalex.org/I2799829267"],"apc_list":null,"apc_paid":null,"fwci":0.6798,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75560769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"30","issue":"4","first_page":"1","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/correctness","display_name":"Correctness","score":0.8663184642791748},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7982589602470398},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5657418370246887},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39817631244659424},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3932170867919922},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15201231837272644},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09604144096374512}],"concepts":[{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.8663184642791748},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7982589602470398},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5657418370246887},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39817631244659424},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3932170867919922},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15201231837272644},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09604144096374512},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3464939","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3464939","pdf_url":null,"source":{"id":"https://openalex.org/S142627899","display_name":"ACM Transactions on Software Engineering and Methodology","issn_l":"1049-331X","issn":["1049-331X","1557-7392"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Software Engineering and Methodology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G84393051","display_name":null,"funder_award_id":"61872182","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1482645587","https://openalex.org/W1529213153","https://openalex.org/W1564263034","https://openalex.org/W1585939719","https://openalex.org/W1822774392","https://openalex.org/W1833911422","https://openalex.org/W1926688248","https://openalex.org/W1947097685","https://openalex.org/W1968535060","https://openalex.org/W1972978214","https://openalex.org/W1979922504","https://openalex.org/W1992602600","https://openalex.org/W1997188340","https://openalex.org/W2000825106","https://openalex.org/W2005680430","https://openalex.org/W2016004512","https://openalex.org/W2024352272","https://openalex.org/W2029500775","https://openalex.org/W2032087861","https://openalex.org/W2048848542","https://openalex.org/W2053900989","https://openalex.org/W2065399007","https://openalex.org/W2075161804","https://openalex.org/W2079708060","https://openalex.org/W2082510613","https://openalex.org/W2106334424","https://openalex.org/W2109443480","https://openalex.org/W2111540240","https://openalex.org/W2114869486","https://openalex.org/W2120563984","https://openalex.org/W2126105956","https://openalex.org/W2127229029","https://openalex.org/W2132366653","https://openalex.org/W2135864487","https://openalex.org/W2164765430","https://openalex.org/W2170766832","https://openalex.org/W2171570823","https://openalex.org/W2212238237","https://openalex.org/W2465305139","https://openalex.org/W2560812765","https://openalex.org/W2736565934","https://openalex.org/W2888536196","https://openalex.org/W2900572772","https://openalex.org/W2914825488","https://openalex.org/W2915453864","https://openalex.org/W2922489435","https://openalex.org/W2955557363","https://openalex.org/W2970475320","https://openalex.org/W3004042307","https://openalex.org/W3016641541","https://openalex.org/W3029591682","https://openalex.org/W3035401836","https://openalex.org/W4211142825","https://openalex.org/W4229772528","https://openalex.org/W4233152543","https://openalex.org/W4239249613","https://openalex.org/W4251988601"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2404647514","https://openalex.org/W1667647204","https://openalex.org/W4247536566","https://openalex.org/W2018477250","https://openalex.org/W3119814709","https://openalex.org/W4241418540","https://openalex.org/W1508895727","https://openalex.org/W2725786787","https://openalex.org/W4283160672"],"abstract_inverted_index":{"Modern":[0],"systems,":[1,5],"such":[2],"as":[3],"cyber-physical":[4],"often":[6],"consist":[7],"of":[8,63,144,207,223,234,242,250,259,270],"multiple":[9],"products":[10,86],"within/across":[11],"product":[12,28,131],"lines":[13],"communicating":[14],"with":[15,81,93,140,161],"each":[16,94],"other":[17],"through":[18],"information":[19],"networks.":[20,31],"Consequently,":[21],"their":[22,44],"runtime":[23],"behaviors":[24],"are":[25,127],"influenced":[26],"by":[27,46,97],"configurations":[29,65,83,112,132,244],"and":[30,66,74,158,186,196,198,232,268],"Such":[32],"systems":[33,54,80],"play":[34],"a":[35,60,101,141],"vital":[36],"role":[37],"in":[38,257],"our":[39],"daily":[40],"life;":[41],"thus,":[42],"ensuring":[43],"correctness":[45],"thorough":[47],"testing":[48,52],"becomes":[49],"essential.":[50],"However,":[51],"these":[53,79],"is":[55,72],"particularly":[56],"challenging":[57],"due":[58],"to":[59,77,91,109],"large":[61],"number":[62],"possible":[64],"limited":[67],"available":[68],"resources.":[69],"Therefore,":[70],"it":[71],"important":[73],"practically":[75],"useful":[76],"test":[78,117],"specific":[82],"under":[84,116],"which":[85],"will":[87],"most":[88,136],"likely":[89],"fail":[90],"communicate":[92],"other.":[95],"Motivated":[96],"this,":[98],"we":[99,149,190],"present":[100],"search-based":[102,215],"configuration":[103,216],"recommendation":[104,217],"(":[105,218],"SBCR":[106,147,169,171,174,177,180,183,187,211,252],")":[107,220],"approach":[108],"recommend":[110],"faulty":[111,243],"for":[113,205,221],"the":[114,135,208,224,235,240,247,255,260,271],"system":[115,138],"(SUT)":[118],"based":[119,154,227,238,263,274],"on":[120,155,228,239,264,275],"cross-product":[121],"line":[122],"(CPL)":[123],"rules.":[124],"CPL":[125,156],"rules":[126,157],"soft":[128],"constraints,":[129],"constraining":[130],"while":[133],"indicating":[134],"probable":[137],"states":[139],"certain":[142],"degree":[143],"confidence.":[145],"In":[146],",":[148,173,176,179,182,185],"defined":[150],"four":[151],"search":[152,165],"objectives":[153],"combined":[159],"them":[160],"six":[162,229,248,265],"commonly":[163],"applied":[164],"algorithms.":[166],"To":[167],"evaluate":[168],"(i.e.,":[170],"NSGA-II":[172],"IBEA":[175],"MoCell":[178],"SPEA2":[181,253],"PAES":[184],"SMPSO":[188],"),":[189],"performed":[191],"two":[192],"case":[193,209],"studies":[194],"(Cisco":[195],"Jitsi)":[197],"conducted":[199],"difference":[200],"analyses.":[201],"Results":[202],"show":[203],"that":[204],"both":[206],"studies,":[210],"significantly":[212],"outperformed":[213,254],"random":[214],"RBCR":[219],"86%":[222],"total":[225,236,261,272],"comparisons":[226,237,262,273],"quality":[230,266],"indicators,":[231],"100%":[233,269],"percentage":[241],"(PFC).":[245],"Among":[246],"variants":[249],"SBCR,":[251],"others":[256],"85%":[258],"indicators":[267],"PFC.":[276]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}