{"id":"https://openalex.org/W4381734275","doi":"https://doi.org/10.1109/noms56928.2023.10154296","title":"An Intent-Based Networking mechanism: A study case for efficient path selection using Graph Neural Networks","display_name":"An Intent-Based Networking mechanism: A study case for efficient path selection using Graph Neural Networks","publication_year":2023,"publication_date":"2023-05-08","ids":{"openalex":"https://openalex.org/W4381734275","doi":"https://doi.org/10.1109/noms56928.2023.10154296"},"language":"en","primary_location":{"id":"doi:10.1109/noms56928.2023.10154296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms56928.2023.10154296","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium","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/A5030633010","display_name":"Javier Jos\u00e9 D\u00edaz Rivera","orcid":"https://orcid.org/0000-0001-9436-3176"},"institutions":[{"id":"https://openalex.org/I83202590","display_name":"Jeju National University","ror":"https://ror.org/05hnb4n85","country_code":"KR","type":"education","lineage":["https://openalex.org/I83202590"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Javier Jose Diaz Rivera","raw_affiliation_strings":["Jeju National University,Department of Electronic Engineering,Jeju,Republic of Korea","Department of Electronic Engineering, Jeju National University, Jeju, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jeju National University,Department of Electronic Engineering,Jeju,Republic of Korea","institution_ids":["https://openalex.org/I83202590"]},{"raw_affiliation_string":"Department of Electronic Engineering, Jeju National University, Jeju, Republic of Korea","institution_ids":["https://openalex.org/I83202590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065227851","display_name":"Mir Muhammad Suleman Sarwar","orcid":null},"institutions":[{"id":"https://openalex.org/I83202590","display_name":"Jeju National University","ror":"https://ror.org/05hnb4n85","country_code":"KR","type":"education","lineage":["https://openalex.org/I83202590"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Mir Muhammad Suleman Sarwar","raw_affiliation_strings":["Jeju National University,Department of Computer Engineering,Jeju,Republic of Korea","Department of Computer Engineering, Jeju National University, Jeju, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jeju National University,Department of Computer Engineering,Jeju,Republic of Korea","institution_ids":["https://openalex.org/I83202590"]},{"raw_affiliation_string":"Department of Computer Engineering, Jeju National University, Jeju, Republic of Korea","institution_ids":["https://openalex.org/I83202590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069459033","display_name":"Sajid Alam","orcid":"https://orcid.org/0009-0004-0048-1884"},"institutions":[{"id":"https://openalex.org/I83202590","display_name":"Jeju National University","ror":"https://ror.org/05hnb4n85","country_code":"KR","type":"education","lineage":["https://openalex.org/I83202590"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sajid Alam","raw_affiliation_strings":["Jeju National University,Department of Electronic Engineering,Jeju,Republic of Korea","Department of Electronic Engineering, Jeju National University, Jeju, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jeju National University,Department of Electronic Engineering,Jeju,Republic of Korea","institution_ids":["https://openalex.org/I83202590"]},{"raw_affiliation_string":"Department of Electronic Engineering, Jeju National University, Jeju, Republic of Korea","institution_ids":["https://openalex.org/I83202590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100638824","display_name":"Talha Ahmed Khan","orcid":"https://orcid.org/0000-0001-6411-163X"},"institutions":[{"id":"https://openalex.org/I899713450","display_name":"Air University","ror":"https://ror.org/03yfe9v83","country_code":"PK","type":"education","lineage":["https://openalex.org/I899713450"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Talha Ahmed Khan","raw_affiliation_strings":["Air University,Islamabad,Pakistan","Air University, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air University,Islamabad,Pakistan","institution_ids":["https://openalex.org/I899713450"]},{"raw_affiliation_string":"Air University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I899713450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087380351","display_name":"Muhammad Afaq","orcid":"https://orcid.org/0000-0001-8678-0754"},"institutions":[{"id":"https://openalex.org/I83202590","display_name":"Jeju National University","ror":"https://ror.org/05hnb4n85","country_code":"KR","type":"education","lineage":["https://openalex.org/I83202590"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Muhammad Afaq","raw_affiliation_strings":["Jeju National University,Department of Computer Engineering,Jeju,Republic of Korea","Department of Computer Engineering, Jeju National University, Jeju, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jeju National University,Department of Computer Engineering,Jeju,Republic of Korea","institution_ids":["https://openalex.org/I83202590"]},{"raw_affiliation_string":"Department of Computer Engineering, Jeju National University, Jeju, Republic of Korea","institution_ids":["https://openalex.org/I83202590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066464184","display_name":"Wang\u2010Cheol Song","orcid":"https://orcid.org/0000-0002-7411-5316"},"institutions":[{"id":"https://openalex.org/I83202590","display_name":"Jeju National University","ror":"https://ror.org/05hnb4n85","country_code":"KR","type":"education","lineage":["https://openalex.org/I83202590"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Wang-Cheol Song","raw_affiliation_strings":["Jeju National University,Department of Computer Engineering,Jeju,Republic of Korea","Department of Computer Engineering, Jeju National University, Jeju, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jeju National University,Department of Computer Engineering,Jeju,Republic of Korea","institution_ids":["https://openalex.org/I83202590"]},{"raw_affiliation_string":"Department of Computer Engineering, Jeju National University, Jeju, Republic of Korea","institution_ids":["https://openalex.org/I83202590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.979,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80158466,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.8622999787330627,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.8622999787330627,"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/T11106","display_name":"Data Management and Algorithms","score":0.8411999940872192,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.8385000228881836,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7664421796798706},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6068159341812134},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.537794828414917},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.519118070602417},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5113734602928162},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.440701961517334},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.37568747997283936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36752963066101074},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.30891233682632446}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7664421796798706},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6068159341812134},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.537794828414917},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.519118070602417},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5113734602928162},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.440701961517334},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37568747997283936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36752963066101074},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.30891233682632446},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/noms56928.2023.10154296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms56928.2023.10154296","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311687","display_name":"Ministry of Education","ror":"https://ror.org/03m01yf64"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2382997850","https://openalex.org/W2390968135","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696","https://openalex.org/W2354715126","https://openalex.org/W2388563748","https://openalex.org/W2375179084","https://openalex.org/W2366646518","https://openalex.org/W2370906336"],"abstract_inverted_index":{"The":[0,146,168],"recent":[1],"advancements":[2],"in":[3,34,51],"network":[4,19,37,42,61,147,205],"systems,":[5],"including":[6],"Software-Defined":[7],"Networking":[8,90],"(SDN),":[9],"Network":[10,111],"Functions":[11],"Virtualization":[12],"(NFV),":[13],"and":[14,24,53,63,124,130,152,199],"cloud":[15],"networking,":[16],"have":[17],"revolutionized":[18],"management":[20],"by":[21,166],"increasing":[22],"efficiency":[23],"reducing":[25],"manual":[26],"effort.":[27],"This":[28,75,132],"has":[29,170],"led":[30],"to":[31,47,80,101,119,137,161],"improved":[32],"agility":[33],"deploying":[35],"new":[36,56],"services,":[38],"enabling":[39],"scaling":[40],"of":[41,72,88,96,104,128,179],"resources,":[43],"making":[44],"it":[45],"easier":[46],"handle":[48],"sudden":[49],"increases":[50],"demand,":[52],"efficiently":[54],"accessing":[55],"solutions.":[57],"However,":[58],"the":[59,64,70,86,102,116,121,126,134,153,158,163],"heterogeneous":[60],"infrastructure":[62],"physical":[65],"links\u2019":[66],"capability":[67],"still":[68],"impact":[69],"performance":[71],"interconnected":[73],"nodes.":[74,145],"work":[76],"provides":[77],"a":[78,93,180,185,200],"solution":[79,169],"this":[81],"problem":[82],"which":[83],"centers":[84],"on":[85],"use":[87],"Intent-Based":[89],"(IBN)":[91],"for":[92,182,188,196,204],"high-level":[94],"definition":[95],"service":[97],"requirements":[98],"(QoS)":[99],"tailored":[100],"specifications":[103],"each":[105],"particular":[106],"node.":[107],"Additionally,":[108],"Graph":[109],"Neural":[110],"(GNN)":[112],"is":[113,149],"integrated":[114],"into":[115,140],"proposed":[117],"system":[118,176,203],"model":[120,155,187],"overlay":[122],"topology":[123],"understand":[125],"behavior":[127],"nodes":[129],"links.":[131],"allows":[133],"defined":[135],"intents":[136],"be":[138],"translated":[139],"optimal":[141,189],"paths":[142],"between":[143],"end-to-end":[144],"QoS":[148,164],"constantly":[150],"monitored,":[151],"GNN":[154,186],"regularly":[156],"updates":[157],"path":[159,190],"selection":[160],"meet":[162],"specified":[165],"intents.":[167],"been":[171],"implemented":[172],"as":[173],"an":[174,192],"IBN":[175],"design":[177],"consisting":[178],"manager":[181],"intent":[183],"definition,":[184],"selection,":[191],"Off-Platform":[193],"Application":[194],"(OPA)":[195],"policy":[197],"creation,":[198],"real-time":[201],"monitoring":[202],"state":[206],"assurance.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}