{"id":"https://openalex.org/W4405522521","doi":"https://doi.org/10.1109/iisa62523.2024.10786660","title":"An Incremental Learning Assurance Approach for Intent Based Networking Enabled Data Centers","display_name":"An Incremental Learning Assurance Approach for Intent Based Networking Enabled Data Centers","publication_year":2024,"publication_date":"2024-07-17","ids":{"openalex":"https://openalex.org/W4405522521","doi":"https://doi.org/10.1109/iisa62523.2024.10786660"},"language":"en","primary_location":{"id":"doi:10.1109/iisa62523.2024.10786660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa62523.2024.10786660","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information, Intelligence, Systems &amp;amp; Applications (IISA)","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/A5115525391","display_name":"Steve L\u00e9vesque","orcid":null},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Steve L\u00e9vesque","raw_affiliation_strings":["&#x00C9;cole de technologie sup&#x00E9;rieure,Department of Software and IT Engineering,Montreal,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"&#x00C9;cole de technologie sup&#x00E9;rieure,Department of Software and IT Engineering,Montreal,Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052740715","display_name":"Xiaoang Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xiaoang Zheng","raw_affiliation_strings":["&#x00C9;cole de technologie sup&#x00E9;rieure,Department of Software and IT Engineering,Montreal,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"&#x00C9;cole de technologie sup&#x00E9;rieure,Department of Software and IT Engineering,Montreal,Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019325599","display_name":"John Violos","orcid":"https://orcid.org/0000-0003-4219-3915"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"John Violos","raw_affiliation_strings":["&#x00C9;cole de technologie sup&#x00E9;rieure,Department of Software and IT Engineering,Montreal,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"&#x00C9;cole de technologie sup&#x00E9;rieure,Department of Software and IT Engineering,Montreal,Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003789929","display_name":"Aris Leivadeas","orcid":"https://orcid.org/0000-0002-2996-6824"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aris Leivadeas","raw_affiliation_strings":["&#x00C9;cole de technologie sup&#x00E9;rieure,Department of Software and IT Engineering,Montreal,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"&#x00C9;cole de technologie sup&#x00E9;rieure,Department of Software and IT Engineering,Montreal,Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027638528","display_name":"Matthias Falkner","orcid":"https://orcid.org/0000-0002-4920-873X"},"institutions":[{"id":"https://openalex.org/I4210127351","display_name":"Cisco Systems (Canada)","ror":"https://ror.org/02af0qw97","country_code":"CA","type":"company","lineage":["https://openalex.org/I135428043","https://openalex.org/I4210127351"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Matthias Falkner","raw_affiliation_strings":["Cisco Systems,Ottawa,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cisco Systems,Ottawa,Canada","institution_ids":["https://openalex.org/I4210127351"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2746,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63310123,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9110999703407288,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9110999703407288,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9079999923706055,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.6946694850921631},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3367592990398407}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6946694850921631},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3367592990398407}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iisa62523.2024.10786660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa62523.2024.10786660","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information, Intelligence, Systems &amp;amp; Applications (IISA)","raw_type":"proceedings-article"},{"id":"pmh:oai:espace2.etsmtl.ca:30538","is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/30538/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Compte rendu de conf\u00e9rence"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2901072570","https://openalex.org/W3169055611","https://openalex.org/W4200249961","https://openalex.org/W4312980540","https://openalex.org/W4383424673","https://openalex.org/W4386361576","https://openalex.org/W6772142856"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Intent":[0],"Based":[1],"Networking":[2],"(IBN)":[3],"is":[4,25],"a":[5,12,17,39,50,58],"novel":[6,51],"paradigm":[7],"that":[8],"aims":[9],"to":[10,31,64,71,75,94,116],"create":[11],"closed-loop":[13],"automation":[14],"towards":[15],"building":[16],"self-governed":[18],"network.":[19],"An":[20],"inherent":[21],"part":[22],"of":[23,99,110],"IBN":[24,52],"the":[26,96,108],"network":[27,54,73],"assurance,":[28,92],"which":[29],"tries":[30],"automatically":[32],"detect":[33],"any":[34],"performance":[35],"drift":[36],"and":[37,70],"propose":[38,49,84],"remedy":[40],"solution.":[41],"Following":[42],"this":[43,46],"trend,":[44],"in":[45,57,62],"paper":[47],"we":[48,83],"-enabled":[53],"assurance":[55],"approach":[56,88],"data":[59,90],"center":[60,91],"setting,":[61],"order":[63],"predict":[65],"key":[66],"resource":[67,119],"utilization":[68,120],"metrics":[69],"help":[72],"administrators":[74],"proactively":[76],"take":[77],"corrective":[78],"actions":[79],"when":[80],"needed.":[81],"Specifically,":[82],"an":[85],"incremental":[86],"learning":[87],"for":[89],"designed":[93],"accommodate":[95],"dynamic":[97,124],"nature":[98],"infrastructures.":[100],"Experimental":[101],"findings":[102],"obtained":[103],"from":[104],"real-world":[105],"datasets":[106],"substantiate":[107],"effectiveness":[109],"our":[111],"approach,":[112],"demonstrating":[113],"its":[114],"ability":[115],"accurately":[117],"forecast":[118],"even":[121],"amidst":[122],"highly":[123],"environments.":[125]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
