{"id":"https://openalex.org/W4210470894","doi":"https://doi.org/10.1109/globecom46510.2021.9685808","title":"Virtual Reality Gaming on the Cloud: A Reality Check","display_name":"Virtual Reality Gaming on the Cloud: A Reality Check","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4210470894","doi":"https://doi.org/10.1109/globecom46510.2021.9685808"},"language":"en","primary_location":{"id":"doi:10.1109/globecom46510.2021.9685808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom46510.2021.9685808","pdf_url":null,"source":{"id":"https://openalex.org/S4363607714","display_name":"2021 IEEE Global Communications Conference (GLOBECOM)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Global Communications Conference (GLOBECOM)","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/A5006311179","display_name":"Sihao Zhao","orcid":"https://orcid.org/0000-0002-6335-1911"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sihao Zhao","raw_affiliation_strings":["Ryerson University, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ryerson University, Toronto, ON, Canada","institution_ids":["https://openalex.org/I530967"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027792197","display_name":"Hatem Abou-Zeid","orcid":"https://orcid.org/0000-0003-4720-5794"},"institutions":[{"id":"https://openalex.org/I4210094041","display_name":"Ericsson (Canada)","ror":"https://ror.org/00nas2c56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210094041"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hatem Abou-zeid","raw_affiliation_strings":["Ericsson Canada, Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Canada, Ottawa, Canada","institution_ids":["https://openalex.org/I4210094041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057362333","display_name":"Ramy Atawia","orcid":"https://orcid.org/0000-0002-3128-710X"},"institutions":[{"id":"https://openalex.org/I4210094041","display_name":"Ericsson (Canada)","ror":"https://ror.org/00nas2c56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210094041"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ramy Atawia","raw_affiliation_strings":["Ericsson Canada, Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Canada, Ottawa, Canada","institution_ids":["https://openalex.org/I4210094041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030827764","display_name":"Yoga Suhas Kuruba Manjunath","orcid":"https://orcid.org/0000-0001-5377-8885"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yoga Suhas Kuruba Manjunath","raw_affiliation_strings":["Ryerson University, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ryerson University, Toronto, ON, Canada","institution_ids":["https://openalex.org/I530967"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074645771","display_name":"Akram Bin Sediq","orcid":"https://orcid.org/0000-0003-1260-2853"},"institutions":[{"id":"https://openalex.org/I4210094041","display_name":"Ericsson (Canada)","ror":"https://ror.org/00nas2c56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210094041"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Akram Bin Sediq","raw_affiliation_strings":["Ericsson Canada, Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Canada, Ottawa, Canada","institution_ids":["https://openalex.org/I4210094041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100363146","display_name":"Xiao\u2013Ping Zhang","orcid":"https://orcid.org/0000-0001-5241-0069"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xiao-Ping Zhang","raw_affiliation_strings":["Ryerson University, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ryerson University, Toronto, ON, Canada","institution_ids":["https://openalex.org/I530967"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.6926,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.98511628,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9876999855041504,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9768999814987183,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.8384519219398499},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6659746766090393},{"id":"https://openalex.org/keywords/reality-check","display_name":"Reality check","score":0.6474478244781494},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5940994024276733},{"id":"https://openalex.org/keywords/computer-mediated-reality","display_name":"Computer-mediated reality","score":0.5733734965324402},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5609912276268005},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.5504376888275146},{"id":"https://openalex.org/keywords/mixed-reality","display_name":"Mixed reality","score":0.5399494171142578},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.5153950452804565},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.35268476605415344},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07434514164924622},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07261845469474792},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.05908814072608948}],"concepts":[{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.8384519219398499},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6659746766090393},{"id":"https://openalex.org/C2992692520","wikidata":"https://www.wikidata.org/wiki/Q3931124","display_name":"Reality check","level":3,"score":0.6474478244781494},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5940994024276733},{"id":"https://openalex.org/C134202134","wikidata":"https://www.wikidata.org/wiki/Q5157399","display_name":"Computer-mediated reality","level":4,"score":0.5733734965324402},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5609912276268005},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.5504376888275146},{"id":"https://openalex.org/C206776904","wikidata":"https://www.wikidata.org/wiki/Q1758389","display_name":"Mixed reality","level":3,"score":0.5399494171142578},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.5153950452804565},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.35268476605415344},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07434514164924622},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07261845469474792},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.05908814072608948},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom46510.2021.9685808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom46510.2021.9685808","pdf_url":null,"source":{"id":"https://openalex.org/S4363607714","display_name":"2021 IEEE Global Communications Conference (GLOBECOM)","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2041900889","https://openalex.org/W2066443259","https://openalex.org/W2070881262","https://openalex.org/W2123162799","https://openalex.org/W2784711283","https://openalex.org/W2838572662","https://openalex.org/W2887223659","https://openalex.org/W2940859338","https://openalex.org/W3005116230","https://openalex.org/W3095344018"],"related_works":["https://openalex.org/W4378228679","https://openalex.org/W4285815440","https://openalex.org/W4378228262","https://openalex.org/W3107375852","https://openalex.org/W3046066817","https://openalex.org/W2906256945","https://openalex.org/W4388982268","https://openalex.org/W2789244453","https://openalex.org/W4320495410","https://openalex.org/W3205251208"],"abstract_inverted_index":{"Cloud":[0],"virtual":[1],"reality":[2],"(VR)":[3],"gaming":[4,42,86,152,190,213],"traffic":[5,43,87,167,227],"characteristics":[6,109],"such":[7,110],"as":[8,20,111],"frame":[9,113,115,118,121,137],"size,":[10,114],"inter-arrival":[11,116],"time,":[12,117],"and":[13,44,72,82,98,100,120,162,171,174,184,205,215,219],"latency":[14],"need":[15],"to":[16,164],"be":[17,158],"carefully":[18],"studied":[19],"a":[21,61,65,68,93,209],"first":[22,59,202],"step":[23],"toward":[24],"scalable":[25],"VR":[26,41,50,62,70,85,151,166,189,212,226],"cloud":[27,66,84,188,211],"service":[28],"provisioning.":[29],"To":[30,105,192],"this":[31,34,78,199],"end,":[32],"in":[33,55,177],"paper":[35],"we":[36,80,123,140],"analyze":[37,106],"the":[38,56,107,136,147,150,193,196,201,235],"behavior":[39],"of":[40,46,95,149,195],"Quality":[45],"Service":[47],"(QoS)":[48],"when":[49],"rendering":[51],"is":[52,200],"conducted":[53,207],"remotely":[54],"cloud.":[57],"We":[58,223],"build":[60],"testbed":[63],"utilizing":[64],"server,":[67],"commercial":[69,210],"headset,":[71],"an":[73,125],"off-the-shelf":[74],"WiFi":[75],"router.":[76],"Using":[77],"testbed,":[79],"collect":[81],"process":[83],"data":[88],"from":[89],"different":[90],"games":[91],"under":[92,216],"number":[94],"network":[96,185],"conditions":[97],"fixed":[99,218],"adaptive":[101,220],"video":[102,112,132,153],"encoding":[103],"schemes.":[104],"application-level":[108],"loss":[119],"latency,":[122],"develop":[124],"interval":[126],"threshold":[127],"based":[128],"identification":[129,138],"method":[130],"for":[131,169,187,231],"frames.":[133],"Based":[134],"on":[135],"results,":[139],"present":[141],"two":[142],"statistical":[143],"models":[144,156,168],"that":[145],"capture":[146],"behaviour":[148],"traffic.":[154],"The":[155],"can":[157],"used":[159],"by":[160,234],"researchers":[161],"practitioners":[163],"generate":[165],"simulations":[170],"experiments":[172],"-":[173],"are":[175],"paramount":[176],"designing":[178],"advanced":[179],"radio":[180],"resource":[181],"management":[182],"(RRM)":[183],"optimization":[186],"services.":[191],"best":[194],"authors&#x0027;":[197],"knowledge,":[198],"measurement":[203],"study":[204],"analysis":[206],"using":[208],"platform,":[214],"both":[217],"bitrate":[221],"streaming.":[222],"make":[224],"our":[225],"datasets":[228],"publicly":[229],"available":[230],"further":[232],"research":[233],"community.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":3}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}
