{"id":"https://openalex.org/W3216250774","doi":"https://doi.org/10.1109/icsme52107.2021.00083","title":"Logs and models in engineering complex embedded systems","display_name":"Logs and models in engineering complex embedded systems","publication_year":2021,"publication_date":"2021-09-01","ids":{"openalex":"https://openalex.org/W3216250774","doi":"https://doi.org/10.1109/icsme52107.2021.00083","mag":"3216250774"},"language":"en","primary_location":{"id":"doi:10.1109/icsme52107.2021.00083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsme52107.2021.00083","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Software Maintenance and Evolution (ICSME)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.tue.nl/files/362995600/Logs_and_models_in_engineering_complex_embedded_systems.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046560716","display_name":"Nan Yang","orcid":"https://orcid.org/0000-0003-2895-5792"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Nan Yang","raw_affiliation_strings":["Eindhoven University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033505407","display_name":"Pjl Pieter Cuijpers","orcid":"https://orcid.org/0000-0002-5487-4972"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Pieter Cuijpers","raw_affiliation_strings":["Eindhoven University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108655540","display_name":"R.R.H. Schiffelers","orcid":"https://orcid.org/0000-0002-3297-2969"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]},{"id":"https://openalex.org/I927257375","display_name":"ASML (Netherlands)","ror":"https://ror.org/01vxknj13","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210092504","https://openalex.org/I927257375"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ramon Schiffelers","raw_affiliation_strings":["ASML, Eindhoven University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ASML, Eindhoven University of Technology, The Netherlands","institution_ids":["https://openalex.org/I927257375","https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111437816","display_name":"Johan J. Lukkien","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Johan Lukkien","raw_affiliation_strings":["Eindhoven University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054753279","display_name":"Alexander Serebrenik","orcid":"https://orcid.org/0000-0002-1418-0095"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alexander Serebrenik","raw_affiliation_strings":["Eindhoven University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"88","issue":null,"first_page":"695","last_page":"700"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9987999796867371,"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/T10260","display_name":"Software Engineering Research","score":0.998199999332428,"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/computer-science","display_name":"Computer science","score":0.7536194920539856},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.6270027160644531},{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.5206260085105896},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5065325498580933},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4919378459453583},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.4749239385128021},{"id":"https://openalex.org/keywords/inference-engine","display_name":"Inference engine","score":0.4690108001232147},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.41022640466690063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39232751727104187},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37586575746536255},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2074868083000183},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.159347265958786}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7536194920539856},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.6270027160644531},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.5206260085105896},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5065325498580933},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4919378459453583},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.4749239385128021},{"id":"https://openalex.org/C46743427","wikidata":"https://www.wikidata.org/wiki/Q1341685","display_name":"Inference engine","level":3,"score":0.4690108001232147},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.41022640466690063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39232751727104187},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37586575746536255},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2074868083000183},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.159347265958786},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icsme52107.2021.00083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsme52107.2021.00083","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Software Maintenance and Evolution (ICSME)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/a4156691-86a4-403f-a336-553c8f7c1b10","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/a4156691-86a4-403f-a336-553c8f7c1b10","pdf_url":"https://research.tue.nl/files/362995600/Logs_and_models_in_engineering_complex_embedded_systems.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Yang, N, Cuijpers, P J L, Schiffelers, R R H, Lukkien, J J & Serebrenik, A 2021, Logs and models in engineering complex embedded systems. in 2021 IEEE International Conference on Software Maintenance and Evolution, ICSME 2021., 9609115, Institute of Electrical and Electronics Engineers, pp. 695-700, 37th IEEE International Conference on Software Maintenance and Evolution, ICSME 2021, Luxembourg , Luxembourg, 27/09/21. https://doi.org/10.1109/ICSME52107.2021.00083","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/a4156691-86a4-403f-a336-553c8f7c1b10","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/a4156691-86a4-403f-a336-553c8f7c1b10","pdf_url":"https://research.tue.nl/files/362995600/Logs_and_models_in_engineering_complex_embedded_systems.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Yang, N, Cuijpers, P J L, Schiffelers, R R H, Lukkien, J J & Serebrenik, A 2021, Logs and models in engineering complex embedded systems. in 2021 IEEE International Conference on Software Maintenance and Evolution, ICSME 2021., 9609115, Institute of Electrical and Electronics Engineers, pp. 695-700, 37th IEEE International Conference on Software Maintenance and Evolution, ICSME 2021, Luxembourg , Luxembourg, 27/09/21. https://doi.org/10.1109/ICSME52107.2021.00083","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3216250774.pdf","grobid_xml":"https://content.openalex.org/works/W3216250774.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W52520230","https://openalex.org/W94833394","https://openalex.org/W171865336","https://openalex.org/W1159006237","https://openalex.org/W1505885302","https://openalex.org/W1964429554","https://openalex.org/W1969005071","https://openalex.org/W1983956982","https://openalex.org/W2003549823","https://openalex.org/W2021428963","https://openalex.org/W2027147096","https://openalex.org/W2087411274","https://openalex.org/W2094352021","https://openalex.org/W2094489875","https://openalex.org/W2124968587","https://openalex.org/W2132547020","https://openalex.org/W2136656815","https://openalex.org/W2166195201","https://openalex.org/W2167218074","https://openalex.org/W2167736435","https://openalex.org/W2170890990","https://openalex.org/W2172035080","https://openalex.org/W2334693167","https://openalex.org/W2397059035","https://openalex.org/W2405408229","https://openalex.org/W2511368574","https://openalex.org/W2552193262","https://openalex.org/W2576115447","https://openalex.org/W2583228413","https://openalex.org/W2618689158","https://openalex.org/W2765702442","https://openalex.org/W2786424616","https://openalex.org/W2790537587","https://openalex.org/W2895572312","https://openalex.org/W2922410563","https://openalex.org/W2956152059","https://openalex.org/W3004071943","https://openalex.org/W3041490304","https://openalex.org/W3138686503","https://openalex.org/W3147048975","https://openalex.org/W3175093611","https://openalex.org/W4243521886","https://openalex.org/W4246998575","https://openalex.org/W6712306063","https://openalex.org/W6729940670","https://openalex.org/W6738580017"],"related_works":["https://openalex.org/W2057057690","https://openalex.org/W2368184788","https://openalex.org/W2358964818","https://openalex.org/W2359535128","https://openalex.org/W2381332051","https://openalex.org/W2321443665","https://openalex.org/W2375699995","https://openalex.org/W2043719711","https://openalex.org/W2140069467","https://openalex.org/W2364072231"],"abstract_inverted_index":{"Complex":[0],"embedded":[1,30,193,247],"systems,":[2,31,248],"such":[3,169,213],"as":[4],"robotics,":[5],"automotive":[6],"and":[7,91,122,156,163,184,229,243,253,265],"high-tech":[8],"manufacturing,":[9],"are":[10],"hard":[11],"to":[12,15,81,141,145,187,221,257],"maintain":[13],"due":[14],"their":[16],"complex":[17,29,192,246],"nature.":[18],"To":[19],"advance":[20],"our":[21],"understanding":[22],"of":[23,36,44,69,124,153,166,225,233],"the":[24,66,96,137,164,199,226,231,234],"software":[25,70],"engineering":[26],"practice":[27,90,264],"for":[28,47,182],"we":[32,108,173,240],"conducted":[33],"a":[34,41,110,125,148,218],"series":[35],"empirical":[37,73],"studies":[38],"at":[39],"ASML,":[40],"leading":[42],"manufacturer":[43],"lithography":[45],"machines":[46],"semi-conductor":[48],"industry.":[49],"We":[50,158,215],"started":[51],"with":[52,147,255],"an":[53,223],"interview":[54,200],"study":[55,78,160,174,201,220,241],"exploring":[56],"how":[57],"developers":[58,99,144,176,189,204],"use":[59],"execution":[60],"logs,":[61,88,107],"essential":[62],"artifacts":[63],"that":[64,98,114,203],"capture":[65],"runtime":[67],"behavior":[68],"systems.":[71,171,194,214],"The":[72],"insights":[74],"obtained":[75],"from":[76,87,139,198,212],"this":[77,133,238],"led":[79],"us":[80],"explore":[82],"subtopics":[83],"about":[84],"model":[85,111,134,167,261],"inference":[86,112,135],"modeling":[89,161,178,191,263],"log":[92,120,259,266],"comparison.":[93,267],"Motivated":[94],"by":[95,118],"observation":[97,197],"often":[100],"manually":[101],"sketch":[102],"behavioral":[103],"models":[104,117,142,244],"based":[105],"on":[106],"propose":[109],"technique":[113],"can":[115],"extract":[116],"combining":[119],"analysis,":[121,260],"analysis":[123],"running":[126],"system":[127,150],"under":[128],"stimuli.":[129],"As":[130],"observed":[131],"in":[132,168,190,207,245],"study,":[136],"transition":[138],"code":[140,155],"requires":[143],"work":[146],"hybrid":[149,170],"which":[151],"consists":[152],"handwritten":[154],"models.":[157],"then":[159],"practices":[162],"roles":[165],"Particularly,":[172],"why":[175],"violate":[177],"guidelines,":[179],"providing":[180,249],"implications":[181,256],"researchers":[183,252],"tool":[185,250],"builders":[186],"support":[188],"Another":[195],"interesting":[196],"is":[202],"face":[205],"challenges":[206],"comparing":[208],"multiple":[209],"logs":[210,242],"generated":[211],"therefore":[216],"conduct":[217],"literature":[219],"provide":[222],"overview":[224],"existing":[227,235],"techniques":[228],"identify":[230],"limitations":[232],"techniques.":[236],"In":[237],"project,":[239],"builders,":[251],"practitioners":[254],"facilitate":[258],"inference,":[262]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}