{"id":"https://openalex.org/W3177208329","doi":"https://doi.org/10.1109/icde51399.2021.00317","title":"MoniLog: An Automated Log-Based Anomaly Detection System for Cloud Computing Infrastructures","display_name":"MoniLog: An Automated Log-Based Anomaly Detection System for Cloud Computing Infrastructures","publication_year":2021,"publication_date":"2021-04-01","ids":{"openalex":"https://openalex.org/W3177208329","doi":"https://doi.org/10.1109/icde51399.2021.00317","mag":"3177208329"},"language":"en","primary_location":{"id":"doi:10.1109/icde51399.2021.00317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde51399.2021.00317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 37th International Conference on Data Engineering (ICDE)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04078128","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018875911","display_name":"Arthur Vervaet","orcid":"https://orcid.org/0000-0003-3526-3364"},"institutions":[{"id":"https://openalex.org/I122941322","display_name":"Institut Sup\u00e9rieur d'\u00c9lectronique de Paris","ror":"https://ror.org/00yw34h52","country_code":"FR","type":"education","lineage":["https://openalex.org/I122941322"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Arthur Vervaet","raw_affiliation_strings":["Supervised by Professor Raja Chiky & Mar Callau-Zori, ISEP - Institut Sup\u00e9rieur d\u2019\u00c9lectronique de Paris / 3DS OUTSCALE, Paris, France","Supervised by Professor Raja Chiky & Mar Callau-Zori, ISEP - Institut Sup\u00e9rieur d'\u00c9lectronique de Paris / 3DS OUTSCALE, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Supervised by Professor Raja Chiky & Mar Callau-Zori, ISEP - Institut Sup\u00e9rieur d\u2019\u00c9lectronique de Paris / 3DS OUTSCALE, Paris, France","institution_ids":["https://openalex.org/I122941322"]},{"raw_affiliation_string":"Supervised by Professor Raja Chiky & Mar Callau-Zori, ISEP - Institut Sup\u00e9rieur d'\u00c9lectronique de Paris / 3DS OUTSCALE, Paris, France","institution_ids":["https://openalex.org/I122941322"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5018875911"],"corresponding_institution_ids":["https://openalex.org/I122941322"],"apc_list":null,"apc_paid":null,"fwci":4.6123,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.96310895,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2739","last_page":"2743"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":1.0,"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":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9962000250816345,"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":0.9951000213623047,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7864316701889038},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7707257270812988},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.763911783695221},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7555142045021057},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5145427584648132},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5061294436454773},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.46199631690979004},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4614594578742981},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.44929635524749756},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.4341646730899811},{"id":"https://openalex.org/keywords/system-monitoring","display_name":"System monitoring","score":0.4246622323989868},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.42416343092918396},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.42246997356414795},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2689236104488373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19881901144981384},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14502888917922974}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7864316701889038},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7707257270812988},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.763911783695221},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7555142045021057},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5145427584648132},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5061294436454773},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.46199631690979004},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4614594578742981},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.44929635524749756},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4341646730899811},{"id":"https://openalex.org/C200749887","wikidata":"https://www.wikidata.org/wiki/Q1165574","display_name":"System monitoring","level":2,"score":0.4246622323989868},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42416343092918396},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.42246997356414795},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2689236104488373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19881901144981384},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14502888917922974},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icde51399.2021.00317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde51399.2021.00317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 37th International Conference on Data Engineering (ICDE)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04078128v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04078128","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"https://ieeexplore.ieee.org/abstract/document/9458872/","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04078128v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04078128","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"https://ieeexplore.ieee.org/abstract/document/9458872/","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1540258466","https://openalex.org/W1661413208","https://openalex.org/W1940872118","https://openalex.org/W2027147096","https://openalex.org/W2039114257","https://openalex.org/W2039157918","https://openalex.org/W2064675550","https://openalex.org/W2076809217","https://openalex.org/W2115056012","https://openalex.org/W2208211896","https://openalex.org/W2401686019","https://openalex.org/W2507346467","https://openalex.org/W2527994611","https://openalex.org/W2577236676","https://openalex.org/W2583874385","https://openalex.org/W2626180518","https://openalex.org/W2738616664","https://openalex.org/W2754665629","https://openalex.org/W2767094836","https://openalex.org/W2794433597","https://openalex.org/W2795948303","https://openalex.org/W2911727988","https://openalex.org/W2946254251","https://openalex.org/W2947815220","https://openalex.org/W2952963788","https://openalex.org/W2963999143","https://openalex.org/W2964805342","https://openalex.org/W2965838158","https://openalex.org/W3005725164","https://openalex.org/W3006243790","https://openalex.org/W3033465675","https://openalex.org/W3041215671","https://openalex.org/W3089378999","https://openalex.org/W3101969501","https://openalex.org/W3131881330","https://openalex.org/W4243521886","https://openalex.org/W4245040028","https://openalex.org/W4302563814","https://openalex.org/W4367000099","https://openalex.org/W6632550495","https://openalex.org/W6640362995","https://openalex.org/W6657300619","https://openalex.org/W6712994927","https://openalex.org/W6732386721","https://openalex.org/W6790964891","https://openalex.org/W6851885171"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W3210364259","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4300558037","https://openalex.org/W4377864969","https://openalex.org/W3030345572"],"abstract_inverted_index":{"Within":[0],"today's":[1],"large-scale":[2,137],"systems,":[3],"one":[4],"anomaly":[5,98],"can":[6],"impact":[7,34],"millions":[8],"of":[9,22,35,43,109,116,164,182],"users.":[10],"Detecting":[11],"such":[12],"events":[13],"in":[14,60,87],"real-time":[15,134],"is":[16,90,101,153],"essential":[17],"to":[18,29,73,92,105,132,141,155,175],"maintain":[19],"the":[20,26,33,93,97,107,113,162,172,179],"quality":[21],"services.":[23],"It":[24,139],"allows":[25],"monitoring":[27,110,163],"team":[28],"prevent":[30],"or":[31],"diminish":[32],"a":[36,40,102,129,148,157],"failure.":[37],"Logs":[38],"are":[39,57],"core":[41],"part":[42],"software":[44],"development":[45],"and":[46,75,83,144,160,177],"maintenance,":[47],"by":[48,119],"recording":[49],"detailed":[50],"information":[51],"at":[52],"runtime.":[53],"Such":[54],"log":[55,150,158],"data":[56],"universally":[58],"available":[59],"nearly":[61],"all":[62],"computer":[63],"systems.":[64,121],"They":[65],"enable":[66],"developers":[67],"as":[68,70],"well":[69],"system":[71],"maintainers":[72],"monitor":[74],"dissect":[76],"anomalous":[77,165],"events.":[78],"For":[79],"Cloud":[80],"computing":[81],"companies":[82],"large":[84],"online":[85],"platforms":[86],"general,":[88],"growth":[89],"linked":[91],"scaling":[94],"potential.":[95],"Automatizing":[96],"detection":[99],"process":[100],"promising":[103],"way":[104],"ensure":[106],"scalability":[108],"capacities":[111],"regarding":[112],"increasing":[114],"volume":[115],"logs":[117],"generated":[118],"modern":[120],"In":[122],"this":[123],"paper,":[124],"we":[125],"will":[126],"introduce":[127],"MoniLog,":[128],"distributed":[130],"approach":[131],"detect":[133,142],"anomalies":[135,146],"within":[136,147],"environments.":[138],"aims":[140],"sequential":[143],"quantitative":[145],"multi-source":[149],"stream.":[151],"MoniLog":[152],"designed":[154],"structure":[156],"stream":[159],"perform":[161],"sequences.":[166],"Its":[167],"output":[168],"classifier":[169],"learns":[170],"from":[171],"administrator's":[173],"actions":[174],"label":[176],"evaluate":[178],"criticality":[180],"level":[181],"anomalies.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8}],"updated_date":"2026-08-14T07:06:38.338062","created_date":"2025-10-10T00:00:00"}
