{"id":"https://openalex.org/W1597913424","doi":"https://doi.org/10.1109/ccece.2015.7129382","title":"A sociality-aware online AP association algorithm based on spectral clustering","display_name":"A sociality-aware online AP association algorithm based on spectral clustering","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W1597913424","doi":"https://doi.org/10.1109/ccece.2015.7129382","mag":"1597913424"},"language":"en","primary_location":{"id":"doi:10.1109/ccece.2015.7129382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2015.7129382","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE)","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/A5100813990","display_name":"Haibo Ni","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haibo Ni","raw_affiliation_strings":["School of Software Dalian University of Technology, China","School of Software, Dalian University of Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Software Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Software, Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100435858","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0002-1511-7266"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["School of Software Dalian University of Technology, China","School of Software, Dalian University of Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Software Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Software, Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020386089","display_name":"Zhenjie Yang","orcid":"https://orcid.org/0000-0002-2414-5058"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenjie Yang","raw_affiliation_strings":["School of Software Dalian University of Technology, China","School of Software, Dalian University of Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Software Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Software, Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101813167","display_name":"Ming Zhu","orcid":"https://orcid.org/0009-0005-5110-9094"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Zhu","raw_affiliation_strings":["School of Software Dalian University of Technology, China","School of Software, Dalian University of Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Software Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Software, Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100626866","display_name":"Feng Ding","orcid":"https://orcid.org/0009-0006-2276-189X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Ding","raw_affiliation_strings":["School of Software Dalian University of Technology, China","School of Software, Dalian University of Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Software Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Software, Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064462299","display_name":"Zhenquan Qin","orcid":"https://orcid.org/0000-0002-5804-276X"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenquan Qin","raw_affiliation_strings":["School of Software Dalian University of Technology, China","School of Software, Dalian University of Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Software Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Software, Dalian University of Technology, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100813990"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":0.3328,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63308059,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"830","last_page":"835"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9998999834060669,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9998999834060669,"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/T10138","display_name":"Network Traffic and Congestion Control","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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9966999888420105,"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/computer-science","display_name":"Computer science","score":0.8178814649581909},{"id":"https://openalex.org/keywords/inefficiency","display_name":"Inefficiency","score":0.6953422427177429},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6643763780593872},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.555923581123352},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5269720554351807},{"id":"https://openalex.org/keywords/homophily","display_name":"Homophily","score":0.4947449862957001},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.475658118724823},{"id":"https://openalex.org/keywords/selection-algorithm","display_name":"Selection algorithm","score":0.45083701610565186},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43339380621910095},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4227287471294403},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4112875163555145},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22501221299171448},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1625799834728241},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1512238085269928}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8178814649581909},{"id":"https://openalex.org/C2778869765","wikidata":"https://www.wikidata.org/wiki/Q6028363","display_name":"Inefficiency","level":2,"score":0.6953422427177429},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6643763780593872},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.555923581123352},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5269720554351807},{"id":"https://openalex.org/C2779812341","wikidata":"https://www.wikidata.org/wiki/Q5891525","display_name":"Homophily","level":2,"score":0.4947449862957001},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.475658118724823},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.45083701610565186},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43339380621910095},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4227287471294403},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4112875163555145},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22501221299171448},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1625799834728241},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1512238085269928},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"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},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccece.2015.7129382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2015.7129382","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1630733292","https://openalex.org/W1980776940","https://openalex.org/W2026498914","https://openalex.org/W2031154012","https://openalex.org/W2036718974","https://openalex.org/W2037831381","https://openalex.org/W2041986773","https://openalex.org/W2050374800","https://openalex.org/W2059956628","https://openalex.org/W2107447679","https://openalex.org/W2116211155","https://openalex.org/W2130354913","https://openalex.org/W2132914434","https://openalex.org/W2136698574","https://openalex.org/W2140598996","https://openalex.org/W2149084727","https://openalex.org/W2170547076","https://openalex.org/W6645434650","https://openalex.org/W6677397768"],"related_works":["https://openalex.org/W3185373886","https://openalex.org/W3010567961","https://openalex.org/W4200127153","https://openalex.org/W2121856305","https://openalex.org/W3150405526","https://openalex.org/W4390684549","https://openalex.org/W3129454375","https://openalex.org/W2091829705","https://openalex.org/W390164533","https://openalex.org/W2548876635"],"abstract_inverted_index":{"Imbalanced":[0],"load":[1,56,147],"distribution":[2],"among":[3],"multiple":[4],"APs":[5],"(access":[6],"points)":[7],"has":[8],"become":[9],"a":[10,47],"serious":[11],"problem":[12],"in":[13,70,90],"enterprise":[14],"WLANs.":[15],"Load":[16],"imbalance":[17],"causes":[18],"inefficiency":[19],"of":[20,42,68],"network":[21,43,83],"usage":[22,84],"and":[23,34,61,85,152],"unreasonable":[24],"resource":[25],"allocation.":[26],"We":[27,45,64],"find":[28,130],"that":[29,131],"users":[30,59,69,74,93,108,118],"tend":[31],"to":[32,40,54,88,106,110,123],"come":[33,60],"leave":[35,62,89],"together,":[36],"which":[37],"can":[38],"lead":[39],"fluctuation":[41],"load.":[44],"propose":[46],"novel":[48],"online":[49],"AP":[50],"allocation":[51],"scheme":[52,133],"(ASC)":[53],"keep":[55],"balanced":[57],"when":[58],"together.":[63],"study":[65],"the":[66,103,111,120,127,135,145],"homophily":[67],"social":[71,77],"network,":[72],"where":[73],"with":[75,144,155],"tight":[76],"relationships":[78],"will":[79],"have":[80],"more":[81,86],"similar":[82],"opportunity":[87],"union.":[91],"When":[92],"come,":[94],"we":[95,101,129],"collect":[96],"user":[97,113],"data":[98],"first,":[99],"then":[100],"adopt":[102],"spectral":[104],"clustering":[105],"classify":[107],"according":[109],"collected":[112],"data.":[114],"The":[115],"controller":[116],"distribute":[117],"from":[119],"same":[121],"cluster":[122],"different":[124],"APs.":[125],"Through":[126],"simulation,":[128],"our":[132],"improve":[134],"overall":[136],"balancing":[137],"performance":[138],"by":[139],"at":[140],"least":[141,146],"22%":[142],"compared":[143,154],"first":[148],"selection":[149,157],"algorithm":[150,158],"(LLF)":[151],"58%":[153],"random":[156],"(RS).":[159]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}