{"id":"https://openalex.org/W4221022092","doi":"https://doi.org/10.1145/3517207.3526979","title":"syslrn","display_name":"syslrn","publication_year":2022,"publication_date":"2022-03-29","ids":{"openalex":"https://openalex.org/W4221022092","doi":"https://doi.org/10.1145/3517207.3526979"},"language":"en","primary_location":{"id":"doi:10.1145/3517207.3526979","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3517207.3526979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd European Workshop on Machine Learning and Systems","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/A5083135980","display_name":"Davide Sanvito","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089015","display_name":"Sharp Laboratories of Europe (United Kingdom)","ror":"https://ror.org/0075mfb88","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210089015"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Davide Sanvito","raw_affiliation_strings":["NEC Laboratories Europe"],"affiliations":[{"raw_affiliation_string":"NEC Laboratories Europe","institution_ids":["https://openalex.org/I4210089015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022168600","display_name":"Giuseppe Siracusano","orcid":"https://orcid.org/0000-0002-8960-4622"},"institutions":[{"id":"https://openalex.org/I4210089015","display_name":"Sharp Laboratories of Europe (United Kingdom)","ror":"https://ror.org/0075mfb88","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210089015"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Giuseppe Siracusano","raw_affiliation_strings":["NEC Laboratories Europe"],"affiliations":[{"raw_affiliation_string":"NEC Laboratories Europe","institution_ids":["https://openalex.org/I4210089015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068891286","display_name":"Sharan Santhanam","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089015","display_name":"Sharp Laboratories of Europe (United Kingdom)","ror":"https://ror.org/0075mfb88","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210089015"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sharan Santhanam","raw_affiliation_strings":["NEC Laboratories Europe"],"affiliations":[{"raw_affiliation_string":"NEC Laboratories Europe","institution_ids":["https://openalex.org/I4210089015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048422318","display_name":"Roberto Gonzalez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089015","display_name":"Sharp Laboratories of Europe (United Kingdom)","ror":"https://ror.org/0075mfb88","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210089015"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Roberto Gonzalez","raw_affiliation_strings":["NEC Laboratories Europe"],"affiliations":[{"raw_affiliation_string":"NEC Laboratories Europe","institution_ids":["https://openalex.org/I4210089015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049867893","display_name":"Roberto Bifulco","orcid":"https://orcid.org/0000-0002-9403-0336"},"institutions":[{"id":"https://openalex.org/I4210089015","display_name":"Sharp Laboratories of Europe (United Kingdom)","ror":"https://ror.org/0075mfb88","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210089015"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Roberto Bifulco","raw_affiliation_strings":["NEC Laboratories Europe"],"affiliations":[{"raw_affiliation_string":"NEC Laboratories Europe","institution_ids":["https://openalex.org/I4210089015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083135980"],"corresponding_institution_ids":["https://openalex.org/I4210089015"],"apc_list":null,"apc_paid":null,"fwci":0.6907,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6970576,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"64","last_page":"71"},"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":0.9908000230789185,"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":0.9898999929428101,"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/computer-science","display_name":"Computer science","score":0.7905653715133667},{"id":"https://openalex.org/keywords/identifier","display_name":"Identifier","score":0.707811713218689},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6125916838645935},{"id":"https://openalex.org/keywords/system-monitoring","display_name":"System monitoring","score":0.5842776298522949},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5440688133239746},{"id":"https://openalex.org/keywords/instrumentation","display_name":"Instrumentation (computer programming)","score":0.516293466091156},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5133813619613647},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.45428988337516785},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3478870987892151},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3429185152053833},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32559531927108765},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.32379239797592163},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1352986991405487},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09311145544052124}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7905653715133667},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.707811713218689},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6125916838645935},{"id":"https://openalex.org/C200749887","wikidata":"https://www.wikidata.org/wiki/Q1165574","display_name":"System monitoring","level":2,"score":0.5842776298522949},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5440688133239746},{"id":"https://openalex.org/C118530786","wikidata":"https://www.wikidata.org/wiki/Q1134732","display_name":"Instrumentation (computer programming)","level":2,"score":0.516293466091156},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5133813619613647},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.45428988337516785},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3478870987892151},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3429185152053833},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32559531927108765},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.32379239797592163},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1352986991405487},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09311145544052124}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3517207.3526979","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3517207.3526979","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd European Workshop on Machine Learning and Systems","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":17,"referenced_works":["https://openalex.org/W2006307164","https://openalex.org/W2124767313","https://openalex.org/W2508465325","https://openalex.org/W2523146812","https://openalex.org/W2612779811","https://openalex.org/W2761578098","https://openalex.org/W2767094836","https://openalex.org/W2925177113","https://openalex.org/W2947815220","https://openalex.org/W2962622685","https://openalex.org/W2963224980","https://openalex.org/W3099938517","https://openalex.org/W3101654741","https://openalex.org/W3103523530","https://openalex.org/W3147048975","https://openalex.org/W4226128225","https://openalex.org/W4239205245"],"related_works":["https://openalex.org/W4378651134","https://openalex.org/W1979633005","https://openalex.org/W2352307597","https://openalex.org/W1972557159","https://openalex.org/W2163724607","https://openalex.org/W1980092392","https://openalex.org/W2608983118","https://openalex.org/W562823126","https://openalex.org/W2106037662","https://openalex.org/W1516401916"],"abstract_inverted_index":{"While":[0,74],"monitoring":[1,64,93],"system":[2,48,57],"behavior":[3],"to":[4],"detect":[5],"anomalies":[6],"and":[7,28,59,81],"failures":[8,96],"is":[9,78],"important,":[10],"existing":[11],"methods":[12],"based":[13,66],"on":[14,67],"log-analysis":[15,102],"can":[16,99],"only":[17],"be":[18],"as":[19,21],"good":[20],"the":[22,26,34,43,62,68,92],"information":[23],"contained":[24],"in":[25,87],"logs,":[27],"other":[29],"approaches":[30],"that":[31,49,97],"look":[32],"at":[33],"OS-level":[35],"software":[36],"state":[37],"introduce":[38],"high":[39],"overheads.":[40],"We":[41],"tackle":[42],"problem":[44],"with":[45,104],"syslrn,":[46],"a":[47,55,88],"first":[50],"builds":[51],"an":[52],"understanding":[53],"of":[54,71,94],"target":[56],"offline,":[58],"then":[60],"tailors":[61],"online":[63],"instrumentation":[65],"learned":[69],"identifiers":[70],"normal":[72],"behavior.":[73],"our":[75],"syslrn":[76],"prototype":[77],"still":[79],"preliminary":[80],"lacks":[82],"many":[83],"features,":[84],"we":[85],"show":[86],"case":[89],"study":[90],"for":[91],"OpenStack":[95],"it":[98],"outperform":[100],"state-of-the-art":[101],"systems":[103],"little":[105],"overhead.":[106]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-04-03T00:00:00"}
