{"id":"https://openalex.org/W4412170993","doi":"https://doi.org/10.1109/ton.2025.3585618","title":"Predictive Configuration on DHCP in WLANs","display_name":"Predictive Configuration on DHCP in WLANs","publication_year":2025,"publication_date":"2025-07-10","ids":{"openalex":"https://openalex.org/W4412170993","doi":"https://doi.org/10.1109/ton.2025.3585618"},"language":"en","primary_location":{"id":"doi:10.1109/ton.2025.3585618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ton.2025.3585618","pdf_url":null,"source":{"id":"https://openalex.org/S5407042750","display_name":"IEEE Transactions on Networking","issn_l":"2998-4157","issn":["2998-4157"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Networking","raw_type":"journal-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/A5100415696","display_name":"Pei Zhang","orcid":"https://orcid.org/0000-0002-9789-7277"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pei Zhang","raw_affiliation_strings":["School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications (BUPT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications (BUPT), Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102956206","display_name":"Yunzhe Wang","orcid":"https://orcid.org/0000-0002-1755-6430"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunzhe Wang","raw_affiliation_strings":["School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications (BUPT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications (BUPT), Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026127056","display_name":"Hui-En Yin","orcid":"https://orcid.org/0000-0003-2262-4386"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanyan Yin","raw_affiliation_strings":["School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications (BUPT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications (BUPT), Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109452034","display_name":"Boshuang Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Botong Wu","raw_affiliation_strings":["School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications (BUPT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications (BUPT), Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102766967","display_name":"Qi Wang","orcid":"https://orcid.org/0000-0002-3534-081X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Wang","raw_affiliation_strings":["School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications (BUPT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications (BUPT), Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078113299","display_name":"Xiaohong Huang","orcid":"https://orcid.org/0000-0002-7275-2274"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohong Huang","raw_affiliation_strings":["School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications (BUPT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications (BUPT), Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088359251","display_name":"Yan Ma","orcid":"https://orcid.org/0000-0001-8065-591X"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Ma","raw_affiliation_strings":["School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications (BUPT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications (BUPT), Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100660344","display_name":"Jilong Wang","orcid":"https://orcid.org/0000-0002-4493-5145"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jilong Wang","raw_affiliation_strings":["Institute for Network Sciences and Cyberspace, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute for Network Sciences and Cyberspace, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027623536","display_name":"Congcong Miao","orcid":"https://orcid.org/0000-0003-3265-049X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Congcong Miao","raw_affiliation_strings":["Institute for Network Sciences and Cyberspace, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute for Network Sciences and Cyberspace, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100415696"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1697621,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":"6","first_page":"3286","last_page":"3301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12326","display_name":"Network Packet Processing and Optimization","score":0.9158999919891357,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9158999919891357,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9085999727249146,"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/dynamic-host-configuration-protocol","display_name":"Dynamic Host Configuration Protocol","score":0.8970750570297241},{"id":"https://openalex.org/keywords/wireless-lan","display_name":"Wireless lan","score":0.4861607253551483},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47658321261405945},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.34294429421424866},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.22263476252555847},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.06526139378547668}],"concepts":[{"id":"https://openalex.org/C26876914","wikidata":"https://www.wikidata.org/wiki/Q11166","display_name":"Dynamic Host Configuration Protocol","level":3,"score":0.8970750570297241},{"id":"https://openalex.org/C2985434377","wikidata":"https://www.wikidata.org/wiki/Q212607","display_name":"Wireless lan","level":3,"score":0.4861607253551483},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47658321261405945},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.34294429421424866},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22263476252555847},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.06526139378547668},{"id":"https://openalex.org/C2985371682","wikidata":"https://www.wikidata.org/wiki/Q11135","display_name":"Ip address","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ton.2025.3585618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ton.2025.3585618","pdf_url":null,"source":{"id":"https://openalex.org/S5407042750","display_name":"IEEE Transactions on Networking","issn_l":"2998-4157","issn":["2998-4157"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7240775777","display_name":null,"funder_award_id":"2024ZCJH12","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1537162302","https://openalex.org/W1964461063","https://openalex.org/W1973943669","https://openalex.org/W1977314396","https://openalex.org/W1988546288","https://openalex.org/W2004676892","https://openalex.org/W2016451209","https://openalex.org/W2027660225","https://openalex.org/W2037963943","https://openalex.org/W2056323960","https://openalex.org/W2078370924","https://openalex.org/W2087443150","https://openalex.org/W2100358501","https://openalex.org/W2120561608","https://openalex.org/W2126194848","https://openalex.org/W2235312398","https://openalex.org/W2767717018","https://openalex.org/W2788114581","https://openalex.org/W2901504064","https://openalex.org/W2911376306","https://openalex.org/W2912992130","https://openalex.org/W2943969908","https://openalex.org/W2964015378","https://openalex.org/W2982415325","https://openalex.org/W2997590591","https://openalex.org/W2997646554","https://openalex.org/W3001437801","https://openalex.org/W3011925081","https://openalex.org/W3012562343","https://openalex.org/W3034912136","https://openalex.org/W4213140222","https://openalex.org/W4300480330","https://openalex.org/W4387826795","https://openalex.org/W4390610528"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1595071278","https://openalex.org/W2362465105","https://openalex.org/W2493724631","https://openalex.org/W2353391815","https://openalex.org/W2982415325","https://openalex.org/W2123461227","https://openalex.org/W2104311351"],"abstract_inverted_index":{"DHCP":[0,29,46,61,95,99,210],"is":[1,229],"widely":[2],"deployed":[3],"in":[4,155],"WLANs":[5],"to":[6,11,17,27,52,59,71,96,110,123,140,158,175,207,221],"automatically":[7],"assign":[8],"IP":[9,33,36,41,127,161,205,223,227],"addresses":[10,224],"WiFi":[12],"devices":[13],"when":[14],"users":[15],"connect":[16],"the":[18,28,64,76,98,125,177,226],"WLANs.":[19],"However,":[20],"frequent":[21],"user":[22,54,120,189],"mobility":[23,55,116,190,200],"brings":[24],"big":[25],"challenges":[26],"performance.":[30,100,211],"Recently":[31],"proposed":[32],"configuration":[34,92,206],"(e.g.,":[35],"lease":[37,128],"time,":[38],"size":[39,154],"of":[40,67,78,114,147,179],"address":[42],"pool)":[43],"decisions":[44],"on":[45,49,94,168],"are":[47],"based":[48],"traditional":[50],"models":[51],"study":[53],"patterns":[56,113,191],"which":[57,231],"lead":[58],"poor":[60],"performance":[62,178],"since":[63],"online":[65,121],"time":[66,122,129],"individuals":[68],"varies":[69],"due":[70],"their":[72],"personal":[73],"pReferences":[74],"and":[75,82,117,144,150,225],"number":[77],"crowds":[79],"differs":[80],"spatially":[81],"temporally.":[83],"In":[84],"this":[85],"paper,":[86],"we":[87],"propose":[88],"PredHCP,":[89],"a":[90,134,173],"predictive":[91],"framework":[93],"improve":[97],"Specifically,":[101],"PredHCP":[102,132,185,202,217],"utilizes":[103],"an":[104],"attention-based":[105],"recurrent":[106],"neural":[107,137],"network":[108,138,170],"(ARNN)":[109],"learn":[111,141],"sequential":[112],"individual":[115],"accurately":[118,151,187,198],"predicts":[119],"ensure":[124,159,208],"effective":[126,160,204],"configuration.":[130,163],"Meanwhile,":[131],"introduces":[133],"spatio-temporal":[135],"graph":[136],"(STGNN)":[139],"both":[142],"spatial":[143],"temporal":[145],"dependencies":[146],"crowd":[148,153],"migration":[149],"predict":[152,188],"each":[156],"area":[157],"pool":[162],"We":[164],"conduct":[165],"comprehensive":[166],"experiments":[167],"real":[169],"traces":[171],"for":[172],"month":[174],"evaluate":[176],"PredHCP.":[180],"Experimental":[181],"results":[182,214],"show":[183,215],"that":[184,216],"can":[186,218],"by":[192,235],"achieving":[193],"lower":[194],"prediction":[195],"errors.":[196],"By":[197],"modeling":[199],"patterns,":[201],"makes":[203],"high":[209],"Large-scale":[212],"simulation":[213],"save":[219],"up":[220],"69%":[222],"efficiency":[228],"41%":[230],"outperforms":[232],"existing":[233],"methods":[234],"6%.":[236]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
