{"id":"https://openalex.org/W7117530883","doi":"https://doi.org/10.1109/mswim67937.2025.11308867","title":"A Novel Adaptive Hybrid AI Deployment for Virtual Try-On Applications in 5G-Edge Networks","display_name":"A Novel Adaptive Hybrid AI Deployment for Virtual Try-On Applications in 5G-Edge Networks","publication_year":2025,"publication_date":"2025-10-27","ids":{"openalex":"https://openalex.org/W7117530883","doi":"https://doi.org/10.1109/mswim67937.2025.11308867"},"language":"en","primary_location":{"id":"doi:10.1109/mswim67937.2025.11308867","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mswim67937.2025.11308867","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5116658100","display_name":"Hamza Kchok","orcid":null},"institutions":[{"id":"https://openalex.org/I195731000","display_name":"Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines","ror":"https://ror.org/03mkjjy25","country_code":"FR","type":"education","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hamza Kchok","raw_affiliation_strings":["Universit&#x00E9; Paris-Saclay, UVSQ,Versailles,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris-Saclay, UVSQ,Versailles,France","institution_ids":["https://openalex.org/I195731000","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074632043","display_name":"Ilhem Fajjari","orcid":"https://orcid.org/0000-0002-4210-2051"},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ilhem Fajjari","raw_affiliation_strings":["Orange Innovation,Ch&#x00E2;tillon,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orange Innovation,Ch&#x00E2;tillon,France","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072015888","display_name":"Nadjib Aitsaadi","orcid":"https://orcid.org/0009-0007-8538-8380"},"institutions":[{"id":"https://openalex.org/I195731000","display_name":"Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines","ror":"https://ror.org/03mkjjy25","country_code":"FR","type":"education","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nadjib Aitsaadi","raw_affiliation_strings":["Universit&#x00E9; Paris-Saclay, UVSQ,Versailles,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris-Saclay, UVSQ,Versailles,France","institution_ids":["https://openalex.org/I195731000","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085122593","display_name":"Mourad Gueroui","orcid":null},"institutions":[{"id":"https://openalex.org/I195731000","display_name":"Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines","ror":"https://ror.org/03mkjjy25","country_code":"FR","type":"education","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mourad Gueroui","raw_affiliation_strings":["Universit&#x00E9; Paris-Saclay, UVSQ,Versailles,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris-Saclay, UVSQ,Versailles,France","institution_ids":["https://openalex.org/I195731000","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015939203","display_name":"Faten Chaieb","orcid":"https://orcid.org/0000-0002-2968-2426"},"institutions":[{"id":"https://openalex.org/I117841876","display_name":"Universit\u00e9 Paris-Panth\u00e9on-Assas","ror":"https://ror.org/04qb2qm38","country_code":"FR","type":"education","lineage":["https://openalex.org/I117841876"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Faten Chaieb","raw_affiliation_strings":["Paris-Panth&#x00E9;on-Assas Universit&#x00E9;,Villejuif,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Paris-Panth&#x00E9;on-Assas Universit&#x00E9;,Villejuif,France","institution_ids":["https://openalex.org/I117841876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100369836","display_name":"Chen Li","orcid":"https://orcid.org/0000-0002-3782-0737"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Richard Li","raw_affiliation_strings":["Southeast University,Nanjing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southeast University,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"46","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9470999836921692,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9470999836921692,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.006200000178068876,"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/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.003599999938160181,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/scalability","display_name":"Scalability","score":0.753000020980835},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7251999974250793},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5748999714851379},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.527400016784668},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.49950000643730164},{"id":"https://openalex.org/keywords/network-congestion","display_name":"Network congestion","score":0.4797999858856201},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.4417000114917755},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4262000024318695},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.4146000146865845},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.38830000162124634}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8309999704360962},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.753000020980835},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7251999974250793},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.580299973487854},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5748999714851379},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.527400016784668},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.49950000643730164},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4803999960422516},{"id":"https://openalex.org/C195563490","wikidata":"https://www.wikidata.org/wiki/Q180368","display_name":"Network congestion","level":3,"score":0.4797999858856201},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.4417000114917755},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4262000024318695},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.4146000146865845},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.38830000162124634},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.38190001249313354},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36550000309944153},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.3610999882221222},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.35910001397132874},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.3513999879360199},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.335099995136261},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3280999958515167},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.3066999912261963},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.29499998688697815},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.2913999855518341},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.2890999913215637},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.28870001435279846},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.28760001063346863},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.2840999960899353},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C2781327853","wikidata":"https://www.wikidata.org/wiki/Q3552547","display_name":"User equipment","level":3,"score":0.25360000133514404},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.2531000077724457},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.25209999084472656}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mswim67937.2025.11308867","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mswim67937.2025.11308867","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05650270v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05650270","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2025 International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM), Oct 2025, Barcelona, Spain. pp.46-53, &#x27E8;10.1109/MSWiM67937.2025.11308867&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2054129049","https://openalex.org/W2982083293","https://openalex.org/W3034368386","https://openalex.org/W3121523901","https://openalex.org/W3122583958","https://openalex.org/W3194931126","https://openalex.org/W3206626070","https://openalex.org/W4388624545","https://openalex.org/W4392941287","https://openalex.org/W4396632275","https://openalex.org/W4402704593","https://openalex.org/W4405219217","https://openalex.org/W4405303768","https://openalex.org/W4408751046","https://openalex.org/W4414539305","https://openalex.org/W7084129215"],"related_works":[],"abstract_inverted_index":{"Virtual":[0],"Try-On":[1],"(VTO)":[2],"technologies":[3],"are":[4],"becoming":[5],"a":[6,23,66,73,110,116],"cornerstone":[7],"of":[8,105],"immersive":[9],"retail":[10],"experiences":[11],"in":[12,82],"the":[13],"Metaverse.":[14],"However,":[15],"delivering":[16],"real-time,":[17],"high-fidelity":[18],"interactions":[19],"at":[20],"scale":[21],"remains":[22],"significant":[24],"challenge,":[25],"especially":[26],"for":[27,78],"Artificial":[28],"Intelligence":[29],"(AI)":[30],"based":[31,126],"applications":[32],"that":[33,145],"demand":[34],"substantial":[35],"computational":[36,47],"resources.":[37],"While":[38],"edge":[39,91,129],"servers":[40],"effectively":[41],"reduce":[42],"latency":[43,137],"and":[44,131,138,152],"provide":[45],"greater":[46],"power":[48],"than":[49],"constrained":[50],"User":[51],"Equipment":[52],"(UE),":[53],"they":[54],"face":[55],"scalability":[56],"issues":[57],"under":[58],"heavy":[59],"multiuser":[60],"loads.In":[61],"this":[62],"paper,":[63],"we":[64],"propose":[65],"novel":[67],"scheme":[68],"called":[69],"Hybrid-Edge-VR4Fit.":[70],"It":[71],"is":[72],"hybrid":[74],"offloading":[75,100,112],"framework":[76],"designed":[77],"scalable,":[79],"low-latency":[80],"VTO":[81,161],"5G-edge":[83],"environments.":[84],"The":[85],"system":[86],"enhances":[87],"responsiveness":[88],"by":[89],"leveraging":[90],"inference":[92],"to":[93,135],"refine":[94],"subsequent":[95],"locally":[96],"processed":[97],"frames,":[98],"reducing":[99],"frequency":[101],"without":[102],"compromising":[103],"quality":[104,139],"service.":[106],"We":[107],"then":[108],"introduce":[109],"dynamic":[111],"strategy":[113],"modeled":[114],"as":[115],"finite":[117],"congestion":[118,151],"game.":[119],"Each":[120],"UE":[121],"autonomously":[122],"adjusts":[123],"its":[124],"behavior":[125],"on":[127],"real-time":[128],"server":[130,150],"5G":[132],"network":[133],"conditions":[134],"balance":[136],"trade-offs.":[140],"Extensive":[141],"experimental":[142],"evaluations":[143],"demonstrate":[144],"our":[146],"proposal":[147],"significantly":[148],"reduces":[149],"queuing":[153],"delays":[154],"while":[155],"maintaining":[156],"visual":[157],"fidelity,":[158],"enabling":[159],"responsive":[160],"services":[162],"across":[163],"diverse":[164],"user":[165],"densities.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-12-30T00:00:00"}
