{"id":"https://openalex.org/W4402304232","doi":"https://doi.org/10.1109/ifuzzy63051.2024.10662883","title":"Adaptive Coordination with Graph Convolution Networks and Grey Wolf Optimization for Next-Gen 5G Network Slicing","display_name":"Adaptive Coordination with Graph Convolution Networks and Grey Wolf Optimization for Next-Gen 5G Network Slicing","publication_year":2024,"publication_date":"2024-08-10","ids":{"openalex":"https://openalex.org/W4402304232","doi":"https://doi.org/10.1109/ifuzzy63051.2024.10662883"},"language":"en","primary_location":{"id":"doi:10.1109/ifuzzy63051.2024.10662883","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ifuzzy63051.2024.10662883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Fuzzy Theory and Its Applications (iFUZZY)","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/A5091862763","display_name":"M. Kowsalya","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"M. Kowsalya","raw_affiliation_strings":["School of Electrical Engineering, Vellore Institute of Technology,Vellore,India"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Vellore Institute of Technology,Vellore,India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075180874","display_name":"In-Ho Ra","orcid":"https://orcid.org/0000-0002-3936-1116"},"institutions":[{"id":"https://openalex.org/I120158604","display_name":"Kunsan National University","ror":"https://ror.org/02yj55q56","country_code":"KR","type":"education","lineage":["https://openalex.org/I120158604"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"In-Ho Ra","raw_affiliation_strings":["School of Computer &#x0026; Software, Kunsan National University,Gunsan,South Korea"],"affiliations":[{"raw_affiliation_string":"School of Computer &#x0026; Software, Kunsan National University,Gunsan,South Korea","institution_ids":["https://openalex.org/I120158604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009576858","display_name":"K Naveenraj","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K. S. Naveenraj","raw_affiliation_strings":["Jio Platform Limited,Internet Protocol Division,Mumbai,India"],"affiliations":[{"raw_affiliation_string":"Jio Platform Limited,Internet Protocol Division,Mumbai,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107038351","display_name":"S. Thruvenkadam","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Thruvenkadam","raw_affiliation_strings":["School of Electrical Engineering, Vellore Institute of Technology,Vellore,India"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Vellore Institute of Technology,Vellore,India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104249282","display_name":"Seok-Woo Park","orcid":null},"institutions":[{"id":"https://openalex.org/I120158604","display_name":"Kunsan National University","ror":"https://ror.org/02yj55q56","country_code":"KR","type":"education","lineage":["https://openalex.org/I120158604"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seok-Woo Park","raw_affiliation_strings":["School of Computer &#x0026; Software, Kunsan National University,Gunsan,South Korea"],"affiliations":[{"raw_affiliation_string":"School of Computer &#x0026; Software, Kunsan National University,Gunsan,South Korea","institution_ids":["https://openalex.org/I120158604"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5091862763"],"corresponding_institution_ids":["https://openalex.org/I876193797"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15804753,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9995999932289124,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9995999932289124,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9979000091552734,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/slicing","display_name":"Slicing","score":0.8283462524414062},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.751102089881897},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5218623876571655},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4873996376991272},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4086334705352783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2911263108253479},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12619611620903015},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.0797562301158905}],"concepts":[{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.8283462524414062},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.751102089881897},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5218623876571655},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4873996376991272},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4086334705352783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2911263108253479},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12619611620903015},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0797562301158905}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ifuzzy63051.2024.10662883","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ifuzzy63051.2024.10662883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Fuzzy Theory and Its Applications (iFUZZY)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5620994995","display_name":null,"funder_award_id":"2021RIA2C2014333","funder_id":"https://openalex.org/F4320322121","funder_display_name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats"}],"funders":[{"id":"https://openalex.org/F4320322121","display_name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats","ror":"https://ror.org/0371hy230"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2061438946","https://openalex.org/W2605961225","https://openalex.org/W2911562155","https://openalex.org/W2964015378","https://openalex.org/W3081211774","https://openalex.org/W4206432920","https://openalex.org/W4206442755","https://openalex.org/W4280559110","https://openalex.org/W4292858632"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2393746923","https://openalex.org/W2972496411","https://openalex.org/W4239223006","https://openalex.org/W3033662781","https://openalex.org/W2137530048","https://openalex.org/W2360869927","https://openalex.org/W2050876785","https://openalex.org/W2319961983"],"abstract_inverted_index":{"The":[0,116],"need":[1],"for":[2,15,26,72,82],"flexible":[3],"and":[4,45,69,95,113,134],"effective":[5],"5G":[6,57,125],"communication":[7],"networks":[8,126],"has":[9],"prompted":[10],"studies":[11],"into":[12],"novel":[13],"approaches":[14],"network":[16,23,58,67,85,140],"slicing,":[17],"a":[18,27,36,61,79],"fundamental":[19],"paradigm":[20],"that":[21,39],"permits":[22],"service":[24],"personalization":[25],"range":[28],"of":[29,56,64,99,124],"applications.":[30],"In":[31],"this":[32],"research,":[33],"we":[34],"provide":[35],"unique":[37],"technique":[38],"combines":[40],"Graph":[41],"Convolution":[42],"Networks":[43],"(GCN)":[44],"Grey":[46],"Wolf":[47],"Optimization":[48],"(GWO)":[49],"strategies":[50],"to":[51,77],"improve":[52],"the":[53,97,100,121],"adaptive":[54],"configuration":[55],"slices.":[59],"GCN,":[60],"software":[62],"capable":[63],"recording":[65],"detailed":[66],"interactions,":[68],"GWO,":[70],"well-known":[71],"its":[73],"metaheuristic":[74],"optimization,":[75],"combine":[76],"offer":[78],"strong":[80],"foundation":[81],"tackling":[83],"dynamic":[84],"slicing":[86,141],"challenges.":[87],"We":[88],"optimize":[89],"GWO":[90],"settings":[91],"via":[92],"rigorous":[93],"testing":[94],"demonstrate":[96],"effectiveness":[98],"integrated":[101],"strategy":[102],"by":[103],"achieving":[104],"gains":[105],"in":[106],"important":[107],"performance":[108],"measures":[109],"including":[110],"latency,":[111],"throughput,":[112],"resource":[114],"use.":[115],"investigation":[117],"not":[118],"only":[119],"advances":[120],"continuing":[122],"development":[123],"but":[127],"also":[128],"highlights":[129],"how":[130],"cutting-edge":[131],"machine":[132],"learning":[133],"optimization":[135],"techniques":[136],"can":[137],"completely":[138],"transform":[139],"approaches.":[142]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
