{"id":"https://openalex.org/W4399214892","doi":"https://doi.org/10.1145/3639477.3639712","title":"Autonomous Monitors for Detecting Failures Early and Reporting Interpretable Alerts in Cloud Operations","display_name":"Autonomous Monitors for Detecting Failures Early and Reporting Interpretable Alerts in Cloud Operations","publication_year":2024,"publication_date":"2024-04-14","ids":{"openalex":"https://openalex.org/W4399214892","doi":"https://doi.org/10.1145/3639477.3639712"},"language":"en","primary_location":{"id":"doi:10.1145/3639477.3639712","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3639477.3639712","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3639477.3639712","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 46th International Conference on Software Engineering: Software Engineering in Practice","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/10.1145/3639477.3639712","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003488717","display_name":"Adha Hrusto","orcid":"https://orcid.org/0000-0002-4575-1460"},"institutions":[{"id":"https://openalex.org/I187531555","display_name":"Lund University","ror":"https://ror.org/012a77v79","country_code":"SE","type":"education","lineage":["https://openalex.org/I187531555"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Adha Hrusto","raw_affiliation_strings":["Computer Science, Lund University, Lund, Sweden","System Verification Sweden AB, Malm\u00f6, Sweden"],"affiliations":[{"raw_affiliation_string":"Computer Science, Lund University, Lund, Sweden","institution_ids":["https://openalex.org/I187531555"]},{"raw_affiliation_string":"System Verification Sweden AB, Malm\u00f6, Sweden","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087032437","display_name":"Per Runeson","orcid":"https://orcid.org/0000-0003-2795-4851"},"institutions":[{"id":"https://openalex.org/I187531555","display_name":"Lund University","ror":"https://ror.org/012a77v79","country_code":"SE","type":"education","lineage":["https://openalex.org/I187531555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Per Runeson","raw_affiliation_strings":["Computer Science, Lund University, Lund, Sweden"],"affiliations":[{"raw_affiliation_string":"Computer Science, Lund University, Lund, Sweden","institution_ids":["https://openalex.org/I187531555"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023636611","display_name":"Magnus C. Ohlsson","orcid":"https://orcid.org/0009-0007-5548-4486"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Magnus C Ohlsson","raw_affiliation_strings":["System Verification Sweden AB, Malm\u00f6, Sweden"],"affiliations":[{"raw_affiliation_string":"System Verification Sweden AB, Malm\u00f6, Sweden","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003488717"],"corresponding_institution_ids":["https://openalex.org/I187531555"],"apc_list":null,"apc_paid":null,"fwci":1.029,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.7661484,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"57"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9954000115394592,"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":0.9918000102043152,"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/cloud-computing","display_name":"Cloud computing","score":0.7813917398452759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7516162395477295},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6784507036209106},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6211147904396057},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6147125363349915},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5165637731552124},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5112881660461426},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.45676350593566895},{"id":"https://openalex.org/keywords/root-cause-analysis","display_name":"Root cause analysis","score":0.45642492175102234},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.41538119316101074},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39735203981399536},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.24142616987228394},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12209546566009521}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7813917398452759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7516162395477295},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6784507036209106},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6211147904396057},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6147125363349915},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5165637731552124},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5112881660461426},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.45676350593566895},{"id":"https://openalex.org/C130963320","wikidata":"https://www.wikidata.org/wiki/Q1401207","display_name":"Root cause analysis","level":2,"score":0.45642492175102234},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.41538119316101074},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39735203981399536},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.24142616987228394},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12209546566009521},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3639477.3639712","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3639477.3639712","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3639477.3639712","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 46th International Conference on Software Engineering: Software Engineering in Practice","raw_type":"proceedings-article"},{"id":"pmh:oai:lup.lub.lu.se:4e3a4332-ab61-45bb-aa7f-016634d7520b","is_oa":true,"landing_page_url":"https://lup.lub.lu.se/record/4e3a4332-ab61-45bb-aa7f-016634d7520b","pdf_url":"https://lup.lub.lu.se/search/files/187867263/ICSE_2024_SEIP_Monitoring_and_Anomaly_Detection.pdf","source":{"id":"https://openalex.org/S4306400536","display_name":"Lund University Publications (Lund University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I187531555","host_organization_name":"Lund University","host_organization_lineage":["https://openalex.org/I187531555"],"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":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3639477.3639712","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3639477.3639712","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3639477.3639712","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 46th International Conference on Software Engineering: Software Engineering in Practice","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G8683756101","display_name":null,"funder_award_id":"support","funder_id":"https://openalex.org/F4320322327","funder_display_name":"Knut och Alice Wallenbergs Stiftelse"}],"funders":[{"id":"https://openalex.org/F4320322327","display_name":"Knut och Alice Wallenbergs Stiftelse","ror":"https://ror.org/004hzzk67"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399214892.pdf","grobid_xml":"https://content.openalex.org/works/W4399214892.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2101015150","https://openalex.org/W2345143572","https://openalex.org/W2620661538","https://openalex.org/W2743617586","https://openalex.org/W2791820695","https://openalex.org/W2792103155","https://openalex.org/W2906498146","https://openalex.org/W2989919935","https://openalex.org/W3039979907","https://openalex.org/W3082921527","https://openalex.org/W3093789645","https://openalex.org/W3093908285","https://openalex.org/W3157818903","https://openalex.org/W3161850060","https://openalex.org/W3181815882","https://openalex.org/W4224602519","https://openalex.org/W4226214891","https://openalex.org/W4285327829","https://openalex.org/W4324277964","https://openalex.org/W4366824936","https://openalex.org/W4384302784","https://openalex.org/W4385302163"],"related_works":["https://openalex.org/W2110363179","https://openalex.org/W4255366506","https://openalex.org/W4244478748","https://openalex.org/W167622659","https://openalex.org/W2056250485","https://openalex.org/W2490884653","https://openalex.org/W4223488648","https://openalex.org/W4200610016","https://openalex.org/W2134969820","https://openalex.org/W2251605416"],"abstract_inverted_index":{"Detecting":[0],"failures":[1],"early":[2],"in":[3,29,57,70,98],"cloud-based":[4,68],"software":[5,92],"systems":[6],"is":[7],"highly":[8],"significant":[9],"as":[10],"it":[11],"can":[12],"reduce":[13],"operational":[14],"costs,":[15],"enhance":[16],"service":[17],"reliability,":[18],"and":[19,36,47,50,55,66,80,101,132,149,157],"improve":[20],"user":[21],"experience.":[22],"Many":[23],"existing":[24],"approaches":[25,41],"include":[26],"anomaly":[27,96],"detection":[28,97],"metrics":[30,100],"or":[31],"a":[32,63],"blend":[33],"of":[34,73,90,151],"metric":[35],"log":[37,102],"features.":[38],"However,":[39],"such":[40],"tend":[42,111],"to":[43,112,119,142],"be":[44,113,143],"very":[45],"complex":[46],"hardly":[48],"explainable,":[49],"consequently":[51],"non-trivial":[52],"for":[53,84,145],"implementation":[54],"evaluation":[56],"industrial":[58],"contexts.":[59],"In":[60],"collaboration":[61],"with":[62,95],"case":[64],"company":[65],"their":[67],"system":[69],"the":[71,146],"domain":[72],"PIM":[74],"(Product":[75],"Information":[76],"Management),":[77],"we":[78],"propose":[79],"implement":[81],"autonomous":[82,138],"monitors":[83,139],"proactive":[85],"monitoring":[86],"across":[87],"multiple":[88],"services":[89],"distributed":[91],"architecture,":[93],"fused":[94],"performance":[99],"analysis":[103],"using":[104],"GPT-3.":[105],"We":[106],"demonstrated":[107],"that":[108,127],"operations":[109],"engineers":[110],"more":[114],"efficient":[115],"by":[116],"having":[117],"access":[118],"interpretable":[120],"alert":[121],"notifications":[122],"based":[123],"on":[124],"detected":[125],"anomalies":[126],"contain":[128],"information":[129],"about":[130],"implications":[131],"potential":[133,152],"root":[134],"causes.":[135],"Additionally,":[136],"proposed":[137],"turned":[140],"out":[141],"beneficial":[144],"timely":[147],"identification":[148],"revision":[150],"issues":[153],"before":[154],"they":[155],"propagate":[156],"cause":[158],"severe":[159],"consequences.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}