{"id":"https://openalex.org/W2032430826","doi":"https://doi.org/10.1145/2771783.2784770","title":"CanaryAdvisor: a statistical-based tool for canary testing (demo)","display_name":"CanaryAdvisor: a statistical-based tool for canary testing (demo)","publication_year":2015,"publication_date":"2015-07-10","ids":{"openalex":"https://openalex.org/W2032430826","doi":"https://doi.org/10.1145/2771783.2784770","mag":"2032430826"},"language":"en","primary_location":{"id":"doi:10.1145/2771783.2784770","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2771783.2784770","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 International Symposium on Software Testing and Analysis","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/A5006249341","display_name":"Alexander Tarvo","orcid":"https://orcid.org/0000-0002-9568-0234"},"institutions":[{"id":"https://openalex.org/I4210156936","display_name":"IBM Research - Austin","ror":"https://ror.org/05gjbbg60","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210156936"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Tarvo","raw_affiliation_strings":["IBM Research, USA","IBM Research - USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, USA","institution_ids":[]},{"raw_affiliation_string":"IBM Research - USA","institution_ids":["https://openalex.org/I4210156936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103562228","display_name":"Peter F. Sweeney","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156936","display_name":"IBM Research - Austin","ror":"https://ror.org/05gjbbg60","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210156936"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter F. Sweeney","raw_affiliation_strings":["IBM Research, USA","IBM Research - USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, USA","institution_ids":[]},{"raw_affiliation_string":"IBM Research - USA","institution_ids":["https://openalex.org/I4210156936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103897011","display_name":"Nick Mitchell","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156936","display_name":"IBM Research - Austin","ror":"https://ror.org/05gjbbg60","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210156936"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nick Mitchell","raw_affiliation_strings":["IBM Research, USA","IBM Research - USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, USA","institution_ids":[]},{"raw_affiliation_string":"IBM Research - USA","institution_ids":["https://openalex.org/I4210156936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111958453","display_name":"V. T. Rajan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156936","display_name":"IBM Research - Austin","ror":"https://ror.org/05gjbbg60","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210156936"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"V.T. Rajan","raw_affiliation_strings":["IBM Research, USA","IBM Research - USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, USA","institution_ids":[]},{"raw_affiliation_string":"IBM Research - USA","institution_ids":["https://openalex.org/I4210156936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026190550","display_name":"Matthew Arnold","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156936","display_name":"IBM Research - Austin","ror":"https://ror.org/05gjbbg60","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210156936"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Arnold","raw_affiliation_strings":["IBM Research, USA","IBM Research - USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, USA","institution_ids":[]},{"raw_affiliation_string":"IBM Research - USA","institution_ids":["https://openalex.org/I4210156936"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073341059","display_name":"Ioana Baldini","orcid":"https://orcid.org/0000-0002-8257-9866"},"institutions":[{"id":"https://openalex.org/I4210156936","display_name":"IBM Research - Austin","ror":"https://ror.org/05gjbbg60","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210156936"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ioana Baldini","raw_affiliation_strings":["IBM Research, USA","IBM Research - USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, USA","institution_ids":[]},{"raw_affiliation_string":"IBM Research - USA","institution_ids":["https://openalex.org/I4210156936"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210156936"],"apc_list":null,"apc_paid":null,"fwci":2.4544,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.9015866,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"418","last_page":"422"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9998999834060669,"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":0.9998999834060669,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9995999932289124,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9991999864578247,"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/correctness","display_name":"Correctness","score":0.8509446382522583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8373095989227295},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.692269504070282},{"id":"https://openalex.org/keywords/abort","display_name":"Abort","score":0.6146956086158752},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6103904247283936},{"id":"https://openalex.org/keywords/software-performance-testing","display_name":"Software performance testing","score":0.5676653385162354},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4736909866333008},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3323802351951599},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.32755088806152344},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2489391267299652},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.20119744539260864},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1391322910785675},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.12490996718406677},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0951123833656311}],"concepts":[{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.8509446382522583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8373095989227295},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.692269504070282},{"id":"https://openalex.org/C2777549182","wikidata":"https://www.wikidata.org/wiki/Q15117556","display_name":"Abort","level":2,"score":0.6146956086158752},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6103904247283936},{"id":"https://openalex.org/C178059732","wikidata":"https://www.wikidata.org/wiki/Q1982529","display_name":"Software performance testing","level":5,"score":0.5676653385162354},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4736909866333008},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3323802351951599},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32755088806152344},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2489391267299652},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.20119744539260864},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1391322910785675},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.12490996718406677},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0951123833656311}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2771783.2784770","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2771783.2784770","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 International Symposium on Software Testing and Analysis","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":9,"referenced_works":["https://openalex.org/W2001291669","https://openalex.org/W2067258447","https://openalex.org/W2112582249","https://openalex.org/W2148423018","https://openalex.org/W2149207009","https://openalex.org/W2158774469","https://openalex.org/W2267596186","https://openalex.org/W2799002609","https://openalex.org/W4251911815"],"related_works":["https://openalex.org/W2438642078","https://openalex.org/W3008339103","https://openalex.org/W2390329431","https://openalex.org/W2398773184","https://openalex.org/W2404647514","https://openalex.org/W2470216653","https://openalex.org/W1667647204","https://openalex.org/W2073555850","https://openalex.org/W2089990011","https://openalex.org/W1513555486"],"abstract_inverted_index":{"Canary":[0],"testing":[1,59,104],"is":[2,86],"an":[3,115],"emerging":[4],"technique":[5],"that":[6],"offers":[7],"to":[8,29,52,60,78],"minimize":[9],"the":[10,27,30,41,46,54,111,132],"risk":[11],"of":[12,17,45,65,80,105,114,131],"deploying":[13],"a":[14,38,63,99],"new":[15,31],"version":[16],"software.":[18],"It":[19],"does":[20],"so":[21],"by":[22],"slowly":[23],"transferring":[24],"load":[25],"from":[26],"current":[28],"(\"canary\")":[32],"version.":[33,56],"As":[34],"this":[35,83,94],"ramp-up":[36],"progresses,":[37],"human":[39],"compares":[40],"performance":[42],"and":[43,49,73,90,117,129,134],"correctness":[44],"two":[47],"versions,":[48],"assesses":[50],"whether":[51],"abort":[53],"canary":[55,58,103],"For":[57],"be":[61,68],"effective,":[62],"plethora":[64],"metrics":[66],"must":[67],"analyzed,":[69],"including":[70],"CPU":[71],"utilization":[72],"logged":[74],"errors,":[75],"across":[76],"hundreds":[77],"thousands":[79],"machines.":[81],"Performing":[82],"analysis":[84],"manually":[85],"both":[87],"time":[88],"consuming":[89],"error":[91],"prone.":[92],"In":[93],"paper,":[95],"we":[96],"present":[97],"CanaryAdvisor,":[98],"tool":[100],"for":[101],"automatic":[102],"cloud-based":[106],"applications.":[107],"CanaryAdvisor":[108,133],"continuously":[109],"monitors":[110],"deployed":[112],"versions":[113],"application":[116],"detects":[118],"degradations":[119],"in":[120],"correctness,":[121],"performance,":[122],"and/or":[123],"scalability.":[124],"We":[125],"describe":[126],"our":[127],"design":[128],"implementation":[130],"outline":[135],"open":[136],"challenges.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}