{"id":"https://openalex.org/W4388517705","doi":"https://doi.org/10.1109/fuzz52849.2023.10309763","title":"Network Traffic Load Balance Using Fuzzy C-Mean Clustering in 6G Cellular Networks","display_name":"Network Traffic Load Balance Using Fuzzy C-Mean Clustering in 6G Cellular Networks","publication_year":2023,"publication_date":"2023-08-13","ids":{"openalex":"https://openalex.org/W4388517705","doi":"https://doi.org/10.1109/fuzz52849.2023.10309763"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz52849.2023.10309763","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz52849.2023.10309763","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Fuzzy Systems (FUZZ)","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/A5022518762","display_name":"Haesik Kim","orcid":"https://orcid.org/0000-0002-6363-1876"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Haesik Kim","raw_affiliation_strings":["VTT Technical Research Centre of Finland,Oulu,Finland,FI-90570"],"affiliations":[{"raw_affiliation_string":"VTT Technical Research Centre of Finland,Oulu,Finland,FI-90570","institution_ids":["https://openalex.org/I87653560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5022518762"],"corresponding_institution_ids":["https://openalex.org/I87653560"],"apc_list":null,"apc_paid":null,"fwci":0.5355,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65804425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9968000054359436,"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"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9968000054359436,"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"}},{"id":"https://openalex.org/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9952999949455261,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9925000071525574,"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/network-traffic-control","display_name":"Network traffic control","score":0.7587502002716064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7448292970657349},{"id":"https://openalex.org/keywords/network-traffic-simulation","display_name":"Network traffic simulation","score":0.6639975309371948},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.6438750624656677},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.6246341466903687},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5859637260437012},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5610158443450928},{"id":"https://openalex.org/keywords/traffic-shaping","display_name":"Traffic shaping","score":0.5165483355522156},{"id":"https://openalex.org/keywords/network-planning-and-design","display_name":"Network planning and design","score":0.46654629707336426},{"id":"https://openalex.org/keywords/cellular-traffic","display_name":"Cellular traffic","score":0.433660089969635},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42864465713500977},{"id":"https://openalex.org/keywords/network-simulation","display_name":"Network simulation","score":0.4266423285007477},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.4249010682106018},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.421376496553421},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0654020607471466}],"concepts":[{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.7587502002716064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7448292970657349},{"id":"https://openalex.org/C94168897","wikidata":"https://www.wikidata.org/wiki/Q574324","display_name":"Network traffic simulation","level":4,"score":0.6639975309371948},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.6438750624656677},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.6246341466903687},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5859637260437012},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5610158443450928},{"id":"https://openalex.org/C46451311","wikidata":"https://www.wikidata.org/wiki/Q262550","display_name":"Traffic shaping","level":4,"score":0.5165483355522156},{"id":"https://openalex.org/C114563136","wikidata":"https://www.wikidata.org/wiki/Q19725982","display_name":"Network planning and design","level":2,"score":0.46654629707336426},{"id":"https://openalex.org/C133972139","wikidata":"https://www.wikidata.org/wiki/Q5058371","display_name":"Cellular traffic","level":3,"score":0.433660089969635},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42864465713500977},{"id":"https://openalex.org/C139940560","wikidata":"https://www.wikidata.org/wiki/Q290036","display_name":"Network simulation","level":2,"score":0.4266423285007477},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.4249010682106018},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.421376496553421},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0654020607471466},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz52849.2023.10309763","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz52849.2023.10309763","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Fuzzy Systems (FUZZ)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2009867565","https://openalex.org/W2071334094","https://openalex.org/W2099552962","https://openalex.org/W2110628035","https://openalex.org/W2158700277","https://openalex.org/W2533839531","https://openalex.org/W2782974900","https://openalex.org/W2903957515","https://openalex.org/W2971821401"],"related_works":["https://openalex.org/W2138225277","https://openalex.org/W2612238703","https://openalex.org/W2490010379","https://openalex.org/W2147668000","https://openalex.org/W2374980776","https://openalex.org/W2392451399","https://openalex.org/W2612734354","https://openalex.org/W1970919106","https://openalex.org/W2004523358","https://openalex.org/W2132320513"],"abstract_inverted_index":{"The":[0,34,93,157],"6G":[1,91],"networks":[2,9,37],"will":[3,82],"take":[4],"all":[5],"capabilities":[6],"of":[7,48,108,131],"5G":[8],"and":[10,19,31,59,89,113,127,146],"add":[11],"new":[12,149],"applications":[13],"such":[14],"as":[15,165],"Augmented":[16],"Reality":[17,21],"(AR)":[18],"Virtual":[20],"(VR)":[22],"streaming,":[23],"ehealth,":[24],"automated":[25],"vehicles,":[26],"smart":[27,29],"factories,":[28],"cities":[30],"so":[32],"on.":[33],"current":[35],"cellular":[36],"face":[38],"the":[39,45,61,67,77,106,109,115,129,132,140,170,184],"exploding":[40],"network":[41,57,68,78,94,100,110,116,125,133,141,158,172],"traffics":[42,126],"due":[43],"to":[44,87],"increasing":[46],"number":[47],"high":[49],"bandwidth":[50],"applications.":[51],"Since":[52],"mobile":[53,62],"users":[54],"require":[55],"different":[56],"resources":[58],"services,":[60],"operators":[63],"are":[64],"troubled":[65],"about":[66,99],"traffic":[69,79,95,101,111,142,159,173],"load":[70,80,96,102,112,143,160,174],"balancing":[71,97],"in":[72],"their":[73],"own":[74],"networks.":[75,92],"Thus,":[76,118],"balance":[81,144,161,175],"be":[83],"a":[84,148,166],"key":[85],"challenge":[86],"design":[88],"deploy":[90],"is":[98,120,163],"re-distribution":[103],"by":[104],"detecting":[105],"imbalance":[107],"changing":[114],"parameters.":[117],"it":[119],"helpful":[121],"for":[122],"preventing":[123],"unexpected":[124],"maximizing":[128],"efficiency":[130],"resources.":[134],"In":[135],"this":[136],"paper,":[137],"we":[138,177],"investigate":[139],"problem":[145,162],"propose":[147],"solution":[150],"using":[151],"Fuzzy":[152],"C":[153],"Mean":[154],"(FCM)":[155],"clustering.":[156],"formulated":[164],"MINLP":[167],"problem.":[168],"Using":[169],"proposed":[171],"method,":[176],"obtained":[178],"maximum":[179],"22%":[180],"performance":[181],"improvement":[182],"under":[183],"given":[185],"simulation":[186],"configuration.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
