{"id":"https://openalex.org/W4400728317","doi":"https://doi.org/10.1109/iwcmc61514.2024.10592463","title":"EASR: Enabling Neural-Enhanced Video Streaming on Mobile Devices with Edge Assistance","display_name":"EASR: Enabling Neural-Enhanced Video Streaming on Mobile Devices with Edge Assistance","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4400728317","doi":"https://doi.org/10.1109/iwcmc61514.2024.10592463"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc61514.2024.10592463","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc61514.2024.10592463","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Wireless Communications and Mobile Computing (IWCMC)","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/A5101745346","display_name":"Jiahong Xu","orcid":"https://orcid.org/0009-0005-6711-5368"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiahong Xu","raw_affiliation_strings":["Sun Yat-sen University,School of Computer Science and Engineering,Guangzhou,Guangdong,China,510006"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University,School of Computer Science and Engineering,Guangzhou,Guangdong,China,510006","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089344837","display_name":"Miao Hu","orcid":"https://orcid.org/0000-0002-1518-002X"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miao Hu","raw_affiliation_strings":["Sun Yat-sen University,School of Computer Science and Engineering,Guangzhou,Guangdong,China,510006"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University,School of Computer Science and Engineering,Guangzhou,Guangdong,China,510006","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038174569","display_name":"Qinglin Zhao","orcid":"https://orcid.org/0000-0003-4873-5631"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Qinglin Zhao","raw_affiliation_strings":["Macau University of Science and Technology,School of Computer Science and Engineering, Faculty of Innovation Engineering,Macau,China"],"affiliations":[{"raw_affiliation_string":"Macau University of Science and Technology,School of Computer Science and Engineering, Faculty of Innovation Engineering,Macau,China","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100735704","display_name":"Di Wu","orcid":"https://orcid.org/0000-0002-9433-7725"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Wu","raw_affiliation_strings":["Sun Yat-sen University,School of Computer Science and Engineering,Guangzhou,Guangdong,China,510006"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University,School of Computer Science and Engineering,Guangzhou,Guangdong,China,510006","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101745346"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":0.2632,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50927979,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"0580","last_page":"0585"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9973000288009644,"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9452000260353088,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.7265423536300659},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.580674409866333},{"id":"https://openalex.org/keywords/video-streaming","display_name":"Video streaming","score":0.5771933197975159},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3669992685317993},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2571480870246887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.184141606092453}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7265423536300659},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.580674409866333},{"id":"https://openalex.org/C2986160907","wikidata":"https://www.wikidata.org/wiki/Q220499","display_name":"Video streaming","level":2,"score":0.5771933197975159},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3669992685317993},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2571480870246887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.184141606092453}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwcmc61514.2024.10592463","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc61514.2024.10592463","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321655","display_name":"Science and Technology Development Fund","ror":"https://ror.org/044vr6g03"},{"id":"https://openalex.org/F4320335795","display_name":"Science and Technology Planning Project of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1976944900","https://openalex.org/W2064076387","https://openalex.org/W2167407752","https://openalex.org/W2482797934","https://openalex.org/W2734941459","https://openalex.org/W2744628735","https://openalex.org/W2918334020","https://openalex.org/W2963372104","https://openalex.org/W3034028080","https://openalex.org/W3046761316","https://openalex.org/W3087814885","https://openalex.org/W3195742729","https://openalex.org/W3203825070","https://openalex.org/W4212988999","https://openalex.org/W4290991273","https://openalex.org/W6756040472","https://openalex.org/W6989568545"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2293038204","https://openalex.org/W3082618691"],"abstract_inverted_index":{"Neural-enhanced":[0],"video":[1,20,75,108,118,142],"streaming":[2,109],"systems":[3],"have":[4],"successfully":[5],"addressed":[6],"the":[7,40,58,65,82,125,134,159,170],"challenge":[8,50],"of":[9,30,42,84,127,137,162,172,197,206],"limited":[10],"network":[11,179],"bandwidth":[12],"by":[13,144,189],"utilizing":[14],"super-resolution":[15],"(SR)":[16],"techniques":[17],"to":[18,61,72,157,192,202],"enhance":[19],"quality.":[21],"However,":[22],"mobile":[23,43],"users":[24,63,90],"often":[25],"face":[26],"constraints":[27],"in":[28,52,91,195,204],"terms":[29,196,205],"computational":[31],"resources":[32,56,68],"required":[33],"for":[34,115,154,165],"SR":[35,97,113,138],"operations.":[36],"To":[37],"overcome":[38],"this,":[39],"integration":[41],"edge":[44,59,86],"computing":[45],"becomes":[46],"crucial.":[47],"The":[48],"main":[49],"lies":[51],"efficiently":[53],"allocating":[54],"GPU":[55,67,152],"on":[57,148,174],"server":[60,87],"multiple":[62,89],"as":[64],"available":[66],"are":[69],"typically":[70],"insufficient":[71],"process":[73],"all":[74,166],"chunks.":[76],"In":[77],"this":[78],"paper,":[79],"we":[80,104],"formulate":[81],"problem":[83],"an":[85,106],"assisting":[88],"selecting":[92],"bitrate":[93],"levels":[94],"and":[95,99,151,177,200],"performing":[96],"inference,":[98],"prove":[100],"its":[101],"NP-hardness.":[102],"Subsequently,":[103],"propose":[105],"edge-assisted":[107],"framework":[110,121],"named":[111],"Edge-Assisted":[112],"(EASR)":[114],"high-definition":[116],"neural-enhanced":[117],"streaming.":[119],"This":[120],"is":[122],"built":[123],"upon":[124],"theory":[126],"model":[128],"predictive":[129],"control":[130],"(MPC).":[131],"EASR":[132,173,185],"addresses":[133],"variable":[135],"reward":[136],"enhancement":[139],"across":[140],"different":[141],"chunks":[143],"making":[145],"joint":[146],"decisions":[147],"bitrate,":[149],"SR,":[150],"allocation":[153],"each":[155],"chunk":[156],"maximize":[158],"average":[160,198],"quality":[161],"experience":[163],"(QoE)":[164],"users.":[167],"We":[168],"evaluate":[169],"performance":[171],"four":[175],"videos":[176],"real":[178],"traces.":[180],"Extensive":[181],"experiments":[182],"reveal":[183],"that":[184],"outperforms":[186],"other":[187],"baselines":[188],"$18.76":[190],"\\%$":[191,194],"$58.37":[193],"QoE":[199],"0.005":[201],"0.017":[203],"structural":[207],"similarity":[208],"index":[209],"(SSIM).":[210]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}