{"id":"https://openalex.org/W3199233886","doi":"https://doi.org/10.1109/ase51524.2021.9678525","title":"Learning Patterns in Configuration","display_name":"Learning Patterns in Configuration","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W3199233886","doi":"https://doi.org/10.1109/ase51524.2021.9678525","mag":"3199233886"},"language":"en","primary_location":{"id":"doi:10.1109/ase51524.2021.9678525","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ase51524.2021.9678525","pdf_url":null,"source":{"id":"https://openalex.org/S4363608212","display_name":"2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)","raw_type":"proceedings-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/A5048777417","display_name":"Ranjita Bhagwan","orcid":"https://orcid.org/0009-0009-8714-806X"},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Ranjita Bhagwan","raw_affiliation_strings":["Microsoft Research"],"affiliations":[{"raw_affiliation_string":"Microsoft Research","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004409285","display_name":"Sonu Mehta","orcid":"https://orcid.org/0000-0003-1654-3766"},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sonu Mehta","raw_affiliation_strings":["Microsoft Research"],"affiliations":[{"raw_affiliation_string":"Microsoft Research","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000188805","display_name":"Arjun Radhakrishna","orcid":"https://orcid.org/0000-0002-5559-5932"},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Arjun Radhakrishna","raw_affiliation_strings":["Microsoft"],"affiliations":[{"raw_affiliation_string":"Microsoft","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005877741","display_name":"Sahil Garg","orcid":"https://orcid.org/0000-0003-0229-608X"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sahil Garg","raw_affiliation_strings":["University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048777417"],"corresponding_institution_ids":["https://openalex.org/I4210164937"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22003408,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"817","last_page":"828"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.16779999434947968,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.16779999434947968,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4227627217769623},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3445519804954529}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4227627217769623},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3445519804954529}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ase51524.2021.9678525","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ase51524.2021.9678525","pdf_url":null,"source":{"id":"https://openalex.org/S4363608212","display_name":"2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)","raw_type":"proceedings-article"},{"id":"mag:3199233886","is_oa":false,"landing_page_url":"https://www.microsoft.com/en-us/research/publication/learning-patterns-in-configuration/","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W760598031","https://openalex.org/W1486697888","https://openalex.org/W1512197223","https://openalex.org/W1878188374","https://openalex.org/W1989445634","https://openalex.org/W2022858489","https://openalex.org/W2066787289","https://openalex.org/W2067304854","https://openalex.org/W2080028974","https://openalex.org/W2144951274","https://openalex.org/W2151310484","https://openalex.org/W2154822035","https://openalex.org/W2241277057","https://openalex.org/W2266772167","https://openalex.org/W2489690523","https://openalex.org/W2496170334","https://openalex.org/W2531982678","https://openalex.org/W2600860451","https://openalex.org/W2890260889","https://openalex.org/W2898335306","https://openalex.org/W2914161001","https://openalex.org/W2947774097","https://openalex.org/W2964284687","https://openalex.org/W2971324190","https://openalex.org/W2988809464","https://openalex.org/W3031504748","https://openalex.org/W3100432815","https://openalex.org/W4237412827","https://openalex.org/W6636065709","https://openalex.org/W6636321444","https://openalex.org/W6644870257","https://openalex.org/W6697207863","https://openalex.org/W6727065167","https://openalex.org/W6733888304","https://openalex.org/W6773125873","https://openalex.org/W6785589684","https://openalex.org/W7053214265"],"related_works":["https://openalex.org/W3097210563","https://openalex.org/W2758085814","https://openalex.org/W2107027425","https://openalex.org/W2031974817","https://openalex.org/W2486140248","https://openalex.org/W3015824818","https://openalex.org/W3009201620","https://openalex.org/W2181510598","https://openalex.org/W2760405865","https://openalex.org/W2491700964","https://openalex.org/W1499960576","https://openalex.org/W2393348740","https://openalex.org/W253660399","https://openalex.org/W2296590995","https://openalex.org/W2109240502","https://openalex.org/W3036155913","https://openalex.org/W2014353453","https://openalex.org/W26602490"],"abstract_inverted_index":{"Large":[0],"services":[1,19],"depend":[2],"on":[3,119],"correct":[4],"configuration":[5,13,28,44,69,73,112,124,140],"to":[6,98],"run":[7],"efficiently":[8],"and":[9,23,30,80,94,115,145],"seamlessly.":[10],"Checking":[11],"such":[12,35],"for":[14,42,125],"correctness":[15],"is":[16,146],"important":[17],"because":[18,38],"use":[20,91],"a":[21,43,58,81,106,126,136],"large":[22,121,137],"continuously":[24],"increasing":[25],"number":[26],"of":[27,68,96,139],"files":[29],"parameters.":[31],"Yet,":[32],"very":[33,147],"few":[34,59],"tools":[36],"exist":[37],"the":[39,66],"permissible":[40],"values":[41],"parameter":[45],"are":[46],"seldom":[47],"specified":[48],"or":[49],"documented,":[50],"existing":[51],"at":[52],"best":[53],"as":[54],"tribal":[55],"knowledge":[56],"among":[57],"domain":[60],"experts.In":[61],"this":[62],"paper,":[63],"we":[64,86,89],"address":[65],"problem":[67],"pattern":[70,113],"mining:":[71],"learning":[72],"rules":[74,141],"from":[75],"examples.":[76],"Using":[77],"program":[78],"synthesis":[79],"novel":[82],"string":[83],"profiling":[84],"algorithm,":[85],"show":[87],"that":[88,110,133],"can":[90],"file":[92],"contents":[93],"histories":[95],"commits":[97],"learn":[99],"patterns":[100],"in":[101,149],"configuration.":[102,152],"We":[103],"have":[104,116],"built":[105],"tool":[107],"called":[108],"ConfMiner":[109,134],"implements":[111],"mining":[114],"evaluated":[117],"it":[118],"four":[120],"repositories":[122],"containing":[123],"large-scale":[127],"enterprise":[128],"service.":[129],"Our":[130],"evaluation":[131],"shows":[132],"learns":[135],"variety":[138],"with":[142],"high":[143],"precision":[144],"useful":[148],"flagging":[150],"anomalous":[151]},"counts_by_year":[],"updated_date":"2026-02-07T06:11:34.122080","created_date":"2025-10-10T00:00:00"}