{"id":"https://openalex.org/W4410950081","doi":"https://doi.org/10.1109/mcom.003.2400594","title":"Leveraging User Perception for 6G Edge-Cloud Orchestration of Networked Extended Reality","display_name":"Leveraging User Perception for 6G Edge-Cloud Orchestration of Networked Extended Reality","publication_year":2025,"publication_date":"2025-06-02","ids":{"openalex":"https://openalex.org/W4410950081","doi":"https://doi.org/10.1109/mcom.003.2400594"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.003.2400594","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.003.2400594","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/handle/20.500.12942/768638","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101837515","display_name":"Jos\u00e9 Santos","orcid":"https://orcid.org/0000-0002-6276-2057"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Santos","raw_affiliation_strings":["Ghent University - imec,Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ghent University - imec,Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073712882","display_name":"Sam Van Damme","orcid":"https://orcid.org/0000-0001-5398-7927"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Sam Van Damme","raw_affiliation_strings":["Ghent University - imec,Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ghent University - imec,Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036456431","display_name":"Javad Sameri","orcid":"https://orcid.org/0009-0005-0863-8134"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Javad Sameri","raw_affiliation_strings":["Ghent University - imec,Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ghent University - imec,Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040544054","display_name":"Susanna Schwarzmann","orcid":"https://orcid.org/0000-0002-3705-7559"},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Susanna Schwarzmann","raw_affiliation_strings":["Huawei Technologies,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies,Germany","institution_ids":["https://openalex.org/I4210129353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094100824","display_name":"Qing Wei","orcid":"https://orcid.org/0000-0001-6518-7214"},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Qing Wei","raw_affiliation_strings":["Huawei Technologies,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies,Germany","institution_ids":["https://openalex.org/I4210129353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089631314","display_name":"Riccardo Trivisonno","orcid":"https://orcid.org/0000-0003-4190-5781"},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Riccardo Trivisonno","raw_affiliation_strings":["Huawei Technologies,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies,Germany","institution_ids":["https://openalex.org/I4210129353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051784384","display_name":"Filip De Turck","orcid":"https://orcid.org/0000-0003-4824-1199"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Filip De Turck","raw_affiliation_strings":["Ghent University - imec,Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ghent University - imec,Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044425124","display_name":"Maria Torres Vega","orcid":"https://orcid.org/0000-0002-5656-6607"},"institutions":[{"id":"https://openalex.org/I4210130072","display_name":"Emweb (Belgium)","ror":"https://ror.org/03800bc44","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210130072"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Maria Torres Vega","raw_affiliation_strings":["eMedia Research Lab,Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"eMedia Research Lab,Belgium","institution_ids":["https://openalex.org/I4210130072"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.0239,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.96862731,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"64","issue":"2","first_page":"44","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.896399974822998,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.896399974822998,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.8810999989509583,"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"}},{"id":"https://openalex.org/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.8384000062942505,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.873138427734375},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7170482873916626},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.7150067090988159},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5364589691162109},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5021605491638184},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.44570034742355347},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3516674041748047},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3370189964771271},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3253857493400574},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2489660084247589},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12548696994781494}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.873138427734375},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7170482873916626},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.7150067090988159},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5364589691162109},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5021605491638184},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.44570034742355347},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3516674041748047},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3370189964771271},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3253857493400574},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2489660084247589},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12548696994781494},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/mcom.003.2400594","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.003.2400594","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Magazine","raw_type":"journal-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/768638","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/768638","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Ieee Communications Magazine, vol. 64 (2)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:archive.ugent.be:01JXM9T30WJ8B4HJQM2YKFSE8K","is_oa":true,"landing_page_url":"http://hdl.handle.net/1854/LU-01JXM9T30WJ8B4HJQM2YKFSE8K","pdf_url":"https://biblio.ugent.be/publication/01JXM9T30WJ8B4HJQM2YKFSE8K/file/01JXM9VH9KCQKY0GQ1R9VPSAHY.pdf","source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1558-1896","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/768638","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/768638","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Ieee Communications Magazine, vol. 64 (2)","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2563411935","display_name":null,"funder_award_id":"1299323N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G6103319188","display_name":null,"funder_award_id":"1SB1822N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G7505633930","display_name":null,"funder_award_id":"1299323N,1SB1822N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W79913212","https://openalex.org/W2094884983","https://openalex.org/W2378898096","https://openalex.org/W560952460","https://openalex.org/W2290927522","https://openalex.org/W4283579741","https://openalex.org/W3066706303","https://openalex.org/W1603725294","https://openalex.org/W2548719852","https://openalex.org/W2973657051"],"abstract_inverted_index":{"As":[0],"extended":[1],"reality":[2,153],"(XR)":[3],"technologies":[4],"evolve,":[5],"optimizing":[6],"quality":[7,26],"of":[8,22,27,51,118,136,160],"experience":[9],"(QoE)":[10],"for":[11,74,166,178,187],"end-users":[12],"becomes":[13,44],"increasingly":[14],"challenging":[15],"due":[16],"to":[17,38,101,130,173],"the":[18,49,65,109,113,132,158,185],"stringent":[19,133],"network":[20,40,86],"requirements":[21,135],"these":[23,137],"applications.":[24,139],"Traditional":[25],"service":[28],"(QoS)":[29],"metrics":[30,89,165],"often":[31],"fall":[32],"short,":[33],"making":[34],"user":[35,92],"perception":[36],"central":[37],"effective":[39,167],"management.":[41,169],"This":[42,69,170],"challenge":[43],"even":[45],"more":[46],"pronounced":[47],"with":[48,90],"advent":[50],"6G":[52,182],"networks,":[53,183],"where":[54],"XR":[55,119],"applications":[56,120],"will":[57],"be":[58],"deployed":[59],"on":[60],"distributed":[61],"computing":[62],"resources":[63],"across":[64,105],"compute":[66],"continuum":[67],"(CC).":[68],"article":[70,141,171],"presents":[71],"our":[72,127],"vision":[73],"edge-cloud":[75,106],"orchestration":[76],"in":[77,146,181,192],"6G,":[78],"featuring":[79],"a":[80,150,175],"hybrid":[81],"QoE":[82,104,147,168,179],"model":[83],"that":[84],"integrates":[85],"and":[87,115,124,163,190],"physiological":[88],"subjective":[91,164],"feedback.":[93],"In":[94],"addition,":[95],"we":[96],"leverage":[97],"reinforcement":[98],"learning":[99],"(RL)":[100],"efficiently":[102],"manage":[103],"infrastructures":[107],"within":[108],"CC.":[110],"By":[111],"addressing":[112],"dynamic":[114],"complex":[116],"nature":[117],"from":[121],"both":[122],"technical":[123],"human":[125],"perspectives,":[126],"approach":[128],"aims":[129,172],"meet":[131],"low-latency":[134],"immersive":[138],"The":[140],"also":[142],"highlights":[143],"recent":[144],"advancements":[145],"modeling":[148],"through":[149],"collaborative":[151],"virtual":[152],"(VR)":[154],"use":[155],"case,":[156],"demonstrating":[157],"importance":[159],"integrating":[161],"objective":[162],"provide":[174],"foundational":[176],"framework":[177],"management":[180],"paving":[184],"way":[186],"future":[188],"research":[189],"innovation":[191],"this":[193],"rapidly":[194],"evolving":[195],"domain.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}