{"id":"https://openalex.org/W2158007571","doi":"https://doi.org/10.1109/inm.2009.5188826","title":"How much management is management enough? Providing monitoring processes with online adaptation and learning capability","display_name":"How much management is management enough? Providing monitoring processes with online adaptation and learning capability","publication_year":2009,"publication_date":"2009-06-01","ids":{"openalex":"https://openalex.org/W2158007571","doi":"https://doi.org/10.1109/inm.2009.5188826","mag":"2158007571"},"language":"en","primary_location":{"id":"doi:10.1109/inm.2009.5188826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inm.2009.5188826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IFIP/IEEE International Symposium on Integrated Network Management","raw_type":"proceedings-article"},"type":"conference-paper","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/A5062328649","display_name":"Josiane Ortolan Coelho","orcid":null},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Josiane Ortolan Coelho","raw_affiliation_strings":["Liane Margarida Rockenbach Tarouco, Institute of Informatics Federal University of Rio Grande do Sul, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liane Margarida Rockenbach Tarouco, Institute of Informatics Federal University of Rio Grande do Sul, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038112285","display_name":"Luciano Paschoal Gaspary","orcid":"https://orcid.org/0000-0002-7561-5582"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luciano Paschoal Gaspary","raw_affiliation_strings":["Liane Margarida Rockenbach Tarouco, Institute of Informatics Federal University of Rio Grande do Sul, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liane Margarida Rockenbach Tarouco, Institute of Informatics Federal University of Rio Grande do Sul, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053884628","display_name":"Liane Margarida Rockenbach Tarouco","orcid":"https://orcid.org/0000-0002-5669-588X"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Liane Margarida Rockenbach Tarouco","raw_affiliation_strings":["Liane Margarida Rockenbach Tarouco, Institute of Informatics, Federal University of Rio Grande do Sul, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liane Margarida Rockenbach Tarouco, Institute of Informatics, Federal University of Rio Grande do Sul, Brazil","institution_ids":["https://openalex.org/I130442723"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130442723"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"299","last_page":"302"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.8295000195503235,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.8295000195503235,"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/T12203","display_name":"Mobile Agent-Based Network Management","score":0.7685999870300293,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.7631999850273132,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7728879451751709},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6877239942550659},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6178306341171265},{"id":"https://openalex.org/keywords/network-monitoring","display_name":"Network monitoring","score":0.6170570850372314},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.581486701965332},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5392846465110779},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.48724737763404846},{"id":"https://openalex.org/keywords/network-element","display_name":"Network element","score":0.4527077078819275},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4080328047275543},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3849650025367737},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.34039461612701416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26666152477264404},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12736284732818604},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12238466739654541}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7728879451751709},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6877239942550659},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6178306341171265},{"id":"https://openalex.org/C81877898","wikidata":"https://www.wikidata.org/wiki/Q1965787","display_name":"Network monitoring","level":2,"score":0.6170570850372314},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.581486701965332},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5392846465110779},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48724737763404846},{"id":"https://openalex.org/C129119673","wikidata":"https://www.wikidata.org/wiki/Q4418003","display_name":"Network element","level":2,"score":0.4527077078819275},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4080328047275543},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3849650025367737},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.34039461612701416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26666152477264404},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12736284732818604},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12238466739654541},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/inm.2009.5188826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inm.2009.5188826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IFIP/IEEE International Symposium on Integrated Network Management","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":3,"referenced_works":["https://openalex.org/W2082929631","https://openalex.org/W2109991560","https://openalex.org/W2122410182"],"related_works":["https://openalex.org/W2384259795","https://openalex.org/W2348551925","https://openalex.org/W3181805982","https://openalex.org/W2005936354","https://openalex.org/W4312894743","https://openalex.org/W2370380891","https://openalex.org/W3014740669","https://openalex.org/W4321846333","https://openalex.org/W2012007759","https://openalex.org/W2915064219"],"abstract_inverted_index":{"Recent":[0],"investigations":[1],"of":[2,17,26,52,54,56,80,99,114,128,135,168,190],"management":[3,18,27,130,182,191],"traffic":[4],"patterns":[5],"in":[6,35],"production":[7],"networks":[8],"suggest":[9],"that":[10,91,120],"just":[11],"a":[12,43,96,145,165],"small":[13],"and":[14,32,65,71,76,112,117,157,176],"static":[15],"set":[16,189],"data":[19,28],"tends":[20],"to":[21,42,69,193],"be":[22,194],"used,":[23],"the":[24,33,81,89,100,108,149,188],"flow":[25],"is":[29,49,162],"relatively":[30],"constant,":[31],"operations":[34],"use":[36],"for":[37,67,84,153,181],"manager-agent":[38],"communication":[39],"are":[40,95],"reduced":[41],"few,":[44],"sometimes":[45],"obsolete":[46],"set.":[47],"This":[48,126],"an":[50,169],"indication":[51],"lack":[53],"progress":[55],"monitoring":[57,101,136],"processes,":[58],"taking":[59],"into":[60],"account":[61],"their":[62],"strategic":[63],"role":[64],"potential,":[66],"example,":[68],"anticipate":[70],"prevent":[72],"faults,":[73],"performance":[74],"bottlenecks,":[75],"security":[77],"problems.":[78],"One":[79],"main":[82],"reasons":[83],"such":[85],"limitation":[86],"relies":[87],"on":[88,174],"fact":[90],"operators,":[92],"who":[93],"still":[94],"fundamental":[97],"element":[98],"control":[102],"loop,":[103],"can":[104],"no":[105],"longer":[106],"handle":[107],"rapidly":[109],"increasing":[110],"size":[111],"heterogeneity":[113],"both":[115],"hardware":[116],"software":[118],"components":[119],"comprise":[121],"modern":[122],"networked":[123],"computing":[124],"systems.":[125],"form":[127],"human-in-the-loop":[129],"certainly":[131],"hampers":[132],"timely":[133],"adaptation":[134],"processes.":[137],"To":[138],"tackle":[139],"this":[140,142],"issue,":[141],"paper":[143],"presents":[144],"model,":[146],"inspired":[147],"by":[148],"reinforcement":[150],"learning":[151],"theory,":[152],"adaptive":[154],"network,":[155],"service":[156],"application":[158],"monitoring.":[159],"The":[160],"model":[161],"instantiated":[163],"through":[164],"prototypical":[166],"implementation":[167],"autonomic":[170],"element,":[171],"which,":[172],"based":[173],"historical":[175],"even":[177],"unexpected":[178],"values":[179],"retrieved":[180],"objects,":[183],"dynamically":[184],"widens":[185],"or":[186],"restricts":[187],"objects":[192],"monitored.":[195]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}