{"id":"https://openalex.org/W2774424149","doi":"https://doi.org/10.1145/3148055.3148076","title":"An Imputation-based Augmented Anomaly Detection from Large Traces of Operating System Events","display_name":"An Imputation-based Augmented Anomaly Detection from Large Traces of Operating System Events","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2774424149","doi":"https://doi.org/10.1145/3148055.3148076","mag":"2774424149"},"language":"en","primary_location":{"id":"doi:10.1145/3148055.3148076","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3148055.3148076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth IEEE/ACM International Conference on Big Data Computing, Applications and Technologies","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/A5113789538","display_name":"Mellitus Ezeme","orcid":null},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mellitus Ezeme","raw_affiliation_strings":["University of Ontario Institute of Technology, Oshawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ontario Institute of Technology, Oshawa, ON, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053938324","display_name":"Akramul Azim","orcid":"https://orcid.org/0000-0002-6292-6939"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Akramul Azim","raw_affiliation_strings":["University of Ontario Institute of Technology, Oshawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ontario Institute of Technology, Oshawa, ON, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011840659","display_name":"Qusay H. Mahmoud","orcid":"https://orcid.org/0000-0003-0472-5757"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Qusay H. Mahmoud","raw_affiliation_strings":["University of Ontario Institute of Technology, Oshawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ontario Institute of Technology, Oshawa, ON, Canada","institution_ids":["https://openalex.org/I39470171"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39470171"],"apc_list":null,"apc_paid":null,"fwci":1.6521,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88531766,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"38","issue":null,"first_page":"43","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9984999895095825,"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":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7524663209915161},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.7387875914573669},{"id":"https://openalex.org/keywords/real-time-operating-system","display_name":"Real-time operating system","score":0.721841037273407},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5569759607315063},{"id":"https://openalex.org/keywords/embedded-operating-system","display_name":"Embedded operating system","score":0.5291101336479187},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5241560935974121},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.453108012676239},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.4468541741371155},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4463747441768646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7524663209915161},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.7387875914573669},{"id":"https://openalex.org/C28472234","wikidata":"https://www.wikidata.org/wiki/Q213666","display_name":"Real-time operating system","level":2,"score":0.721841037273407},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5569759607315063},{"id":"https://openalex.org/C35939892","wikidata":"https://www.wikidata.org/wiki/Q1139923","display_name":"Embedded operating system","level":3,"score":0.5291101336479187},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5241560935974121},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.453108012676239},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.4468541741371155},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4463747441768646},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3148055.3148076","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3148055.3148076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth IEEE/ACM International Conference on Big Data Computing, Applications and Technologies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2007087405","https://openalex.org/W2038819732","https://openalex.org/W2039148409","https://openalex.org/W2055063781","https://openalex.org/W2078965693","https://openalex.org/W2085533912","https://openalex.org/W2113061123","https://openalex.org/W2122646361","https://openalex.org/W2142889610","https://openalex.org/W2155915275","https://openalex.org/W2156833313","https://openalex.org/W2162772535","https://openalex.org/W2165022036","https://openalex.org/W2165533158","https://openalex.org/W2229908198","https://openalex.org/W2468446116","https://openalex.org/W2508613594","https://openalex.org/W4238134161","https://openalex.org/W6816342566"],"related_works":["https://openalex.org/W2051918533","https://openalex.org/W2391147895","https://openalex.org/W2185741298","https://openalex.org/W2020117310","https://openalex.org/W2379838722","https://openalex.org/W1583729815","https://openalex.org/W2402455106","https://openalex.org/W2058879651","https://openalex.org/W2348991889","https://openalex.org/W2385167787"],"abstract_inverted_index":{"Software":[0],"debugging,":[1],"audit,":[2],"and":[3],"compliance":[4],"testing":[5],"are":[6],"some":[7],"of":[8,16,28,40,44,57,82,98,108,119,133],"the":[9,26,29,41,55,58,64,68,80,92,95,99,106,109,117,131,134,139],"tasks":[10],"we":[11,114],"perform":[12],"using":[13],"execution":[14,42,96],"traces":[15,43,97],"an":[17,45,74,87],"operating":[18,48,70,140],"system.":[19,71,112,141],"However,":[20],"these":[21],"actions":[22],"gather":[23],"information":[24],"about":[25],"behavior":[27,56,81,132],"software":[30,65],"vis-a-vis":[31],"its":[32],"design":[33],"aims.":[34],"In":[35],"this":[36],"work,":[37],"our":[38],"analysis":[39],"embedded":[46,69,76,100],"real-time":[47],"system":[49,60,85,136],"(RTOS)":[50],"is":[51,102,125],"rather":[52],"to":[53,105],"model":[54],"physical":[59,111,135],"being":[61],"managed":[62],"by":[63,138],"application":[66],"via":[67],"Hence,":[72],"for":[73,129],"event-triggered":[75],"RTOS":[77,101],"that":[78,116],"controls":[79],"a":[83,126],"bespoke":[84],"like":[86],"unmanned":[88],"aerial":[89],"vehicle":[90],"(UAV),":[91],"events":[93,120],"in":[94],"directly":[103],"linked":[104],"operation":[107],"controlled":[110,137],"Therefore,":[113],"hypothesize":[115],"frequency":[118],"(method/function":[121],"calls)":[122],"per":[123],"observation":[124],"useful":[127],"feature":[128],"modeling":[130]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
