{"id":"https://openalex.org/W4410356962","doi":"https://doi.org/10.1145/3672608.3707754","title":"Quality trade-offs in ML-enabled systems: a multiple-case study","display_name":"Quality trade-offs in ML-enabled systems: a multiple-case study","publication_year":2025,"publication_date":"2025-03-31","ids":{"openalex":"https://openalex.org/W4410356962","doi":"https://doi.org/10.1145/3672608.3707754"},"language":"en","primary_location":{"id":"doi:10.1145/3672608.3707754","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3672608.3707754","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3672608.3707754","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3672608.3707754","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059743860","display_name":"Vladislav Indykov","orcid":"https://orcid.org/0009-0009-3413-2451"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Vladislav Indykov","raw_affiliation_strings":["Chalmers | University of Gothenburg, Gothenburg, Sweden"],"affiliations":[{"raw_affiliation_string":"Chalmers | University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049987989","display_name":"Rebekka Wohlrab","orcid":"https://orcid.org/0000-0002-5449-7900"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE","US"],"is_corresponding":false,"raw_author_name":"Rebekka Wohlrab","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, USA","Chalmers | University of Gothenburg, Gothenburg, Sweden"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Chalmers | University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000688587","display_name":"Daniel Str\u00fcber","orcid":"https://orcid.org/0000-0002-5969-3521"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["NL","SE"],"is_corresponding":false,"raw_author_name":"Daniel Str\u00fcber","raw_affiliation_strings":["Chalmers | University of Gothenburg, Gothenburg, Sweden","Radboud University, Nijmegen, Netherlands"],"affiliations":[{"raw_affiliation_string":"Chalmers | University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]},{"raw_affiliation_string":"Radboud University, Nijmegen, Netherlands","institution_ids":["https://openalex.org/I145872427"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059743860"],"corresponding_institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"],"apc_list":null,"apc_paid":null,"fwci":2.8322,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90699815,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1730","last_page":"1737"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9958000183105469,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9958000183105469,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.6417727470397949},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.632912278175354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6417727470397949},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.632912278175354},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3672608.3707754","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3672608.3707754","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3672608.3707754","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.ubn.ru.nl:2066/319352","is_oa":true,"landing_page_url":"https://hdl.handle.net/2066/319352","pdf_url":"https://repository.ubn.ru.nl//bitstream/handle/2066/319352/319352.pdf","source":{"id":"https://openalex.org/S4306401067","display_name":"Radboud Repository (Radboud University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145872427","host_organization_name":"Radboud University Nijmegen","host_organization_lineage":["https://openalex.org/I145872427"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article in monograph or in proceedings"}],"best_oa_location":{"id":"doi:10.1145/3672608.3707754","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3672608.3707754","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3672608.3707754","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7228997265","display_name":null,"funder_award_id":"Vetenskapsr\u00e5","funder_id":"https://openalex.org/F4320322581","funder_display_name":"Vetenskapsr\u00e5det"}],"funders":[{"id":"https://openalex.org/F4320322327","display_name":"Knut och Alice Wallenbergs Stiftelse","ror":"https://ror.org/004hzzk67"},{"id":"https://openalex.org/F4320322581","display_name":"Vetenskapsr\u00e5det","ror":"https://ror.org/03zttf063"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410356962.pdf","grobid_xml":"https://content.openalex.org/works/W4410356962.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W220935706","https://openalex.org/W3007314888","https://openalex.org/W3128208752","https://openalex.org/W3128272177","https://openalex.org/W3147588814","https://openalex.org/W3175110185","https://openalex.org/W3178436058","https://openalex.org/W3179343042","https://openalex.org/W4205530099","https://openalex.org/W4226483046","https://openalex.org/W4286331441","https://openalex.org/W4294768197","https://openalex.org/W4400210680","https://openalex.org/W4400519494"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"When":[0],"building":[1],"a":[2,67],"machine-learning-enabled":[3,62],"system,":[4],"quality":[5,40,57,73],"objectives":[6],"are":[7,43],"achieved":[8],"through":[9],"architectural":[10],"and":[11,59,79,93,103],"non-architectural":[12],"tactics,":[13],"including":[14],"general":[15],"ones":[16,21],"as":[17,19,28],"well":[18],"specific":[20],"that":[22,42],"address":[23,82],"machine":[24],"learning":[25],"specifics,":[26],"such":[27],"the":[29,45,49,98],"focus":[30,47],"on":[31,72],"data.":[32],"However,":[33],"implementing":[34],"these":[35,110],"tactics":[36,60,108],"typically":[37],"compromises":[38],"other":[39,101],"attributes":[41],"not":[44],"primary":[46],"of":[48,69,100],"tactic":[50],"at":[51],"hand.":[52],"Previous":[53],"research":[54],"has":[55],"investigated":[56],"aspects":[58],"for":[61],"systems,":[63],"but":[64],"there":[65],"is":[66],"lack":[68],"detailed":[70],"insights":[71,99],"trade-offs":[74,111],"observed":[75],"in":[76,86,112],"industrial":[77],"practice,":[78],"how":[80],"companies":[81],"them.":[83],"A":[84],"study":[85],"this":[87],"direction":[88],"could":[89],"especially":[90],"help":[91],"start-ups":[92],"SMEs":[94],"to":[95,105],"benefit":[96],"from":[97],"companies,":[102],"academics":[104],"develop":[106],"improved":[107],"addressing":[109],"alternative,":[113],"potentially":[114],"more":[115],"effective":[116],"ways.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
