{"id":"https://openalex.org/W1990504583","doi":"https://doi.org/10.1109/jetcas.2014.2298921","title":"Content-Aware Modeling and Enhancing User Experience in Cloud Mobile Rendering and Streaming","display_name":"Content-Aware Modeling and Enhancing User Experience in Cloud Mobile Rendering and Streaming","publication_year":2014,"publication_date":"2014-01-30","ids":{"openalex":"https://openalex.org/W1990504583","doi":"https://doi.org/10.1109/jetcas.2014.2298921","mag":"1990504583"},"language":"en","primary_location":{"id":"doi:10.1109/jetcas.2014.2298921","doi":"https://doi.org/10.1109/jetcas.2014.2298921","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jetcas.2014.2298921","pdf_url":null,"source":{"id":"https://openalex.org/S142323794","display_name":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","issn_l":"2156-3357","issn":["2156-3357","2156-3365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","norway-1","poland-140","russia-white-list-1"],"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 Journal on Emerging and Selected Topics in Circuits and Systems","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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":null,"display_name":"Yao Liu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yao Liu","raw_affiliation_strings":["Mobile System Design Lab, Department of Electrical and Computer Engineering, University of California, San Diego, CA","[Dept of Electr. & Comput. Eng., Univ. of California San Diego, La Jolla, CA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mobile System Design Lab, Department of Electrical and Computer Engineering, University of California, San Diego, CA","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"[Dept of Electr. & Comput. Eng., Univ. of California San Diego, La Jolla, CA, USA]","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090657532","display_name":"Shaoxuan Wang","orcid":"https://orcid.org/0000-0001-7953-8038","observed_orcids":["https://orcid.org/0000-0001-7953-8038","https://orcid.org/0009-0004-5242-6481"]},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaoxuan Wang","raw_affiliation_strings":["Mobile System Design Lab, Department of Electrical and Computer Engineering, University of California, San Diego, CA","[Dept of Electr. & Comput. Eng., Univ. of California San Diego, La Jolla, CA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mobile System Design Lab, Department of Electrical and Computer Engineering, University of California, San Diego, CA","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"[Dept of Electr. & Comput. Eng., Univ. of California San Diego, La Jolla, CA, USA]","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105369696","display_name":"Sujit Dey","orcid":"https://orcid.org/0000-0001-9671-3950","observed_orcids":["https://orcid.org/0000-0001-9671-3950"]},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sujit Dey","raw_affiliation_strings":["Mobile System Design Lab, Department of Electrical and Computer Engineering, University of California, San Diego, CA","[Dept of Electr. & Comput. Eng., Univ. of California San Diego, La Jolla, CA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mobile System Design Lab, Department of Electrical and Computer Engineering, University of California, San Diego, CA","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"[Dept of Electr. & Comput. Eng., Univ. of California San Diego, La Jolla, CA, USA]","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I36258959"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":3.3373,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.92379874,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"4","issue":"1","first_page":"43","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.6563000082969666,"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":0.6563000082969666,"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/T14067","display_name":"Cloud Computing and Remote Desktop Technologies","score":0.31790000200271606,"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.00559999980032444,"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/video-streaming","display_name":"video streaming","score":0.7480000257492065},{"id":"https://openalex.org/keywords/user-experience","display_name":"user experience","score":0.7720000147819519},{"id":"https://openalex.org/keywords/adaptive-rendering","display_name":"adaptive rendering","score":0.9800000190734863},{"id":"https://openalex.org/keywords/rendering-quality","display_name":"rendering quality","score":0.49900001287460327},{"id":"https://openalex.org/keywords/data-rate","display_name":"data rate","score":0.6650000214576721},{"id":"https://openalex.org/keywords/frame-rate","display_name":"frame rate","score":0.9769999980926514},{"id":"https://openalex.org/keywords/network-bandwidth","display_name":"network bandwidth","score":0.7900000214576721},{"id":"https://openalex.org/keywords/network-latency","display_name":"network latency","score":0.847000002861023},{"id":"https://openalex.org/keywords/cellular-networks","display_name":"cellular networks","score":0.6840000152587891}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8210511207580566},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.819183349609375},{"id":"https://openalex.org/C97431224","wikidata":"https://www.wikidata.org/wiki/Q438393","display_name":"Alternate frame rendering","level":5,"score":0.7809319496154785},{"id":"https://openalex.org/C189059883","wikidata":"https://www.wikidata.org/wiki/Q7802119","display_name":"Tiled rendering","level":5,"score":0.6438273787498474},{"id":"https://openalex.org/C109772839","wikidata":"https://www.wikidata.org/wiki/Q2297645","display_name":"Software rendering","level":4,"score":0.5414886474609375},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4903991222381592},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.485446035861969},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.4379796087741852},{"id":"https://openalex.org/C2986160907","wikidata":"https://www.wikidata.org/wiki/Q220499","display_name":"Video streaming","level":2,"score":0.425432950258255},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4064125716686249},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3229178786277771},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.25065064430236816},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.21156933903694153},{"id":"https://openalex.org/C66629338","wikidata":"https://www.wikidata.org/wiki/Q189177","display_name":"3D computer graphics","level":3,"score":0.15307480096817017},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.14712348580360413},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12000536918640137}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jetcas.2014.2298921","doi":"https://doi.org/10.1109/jetcas.2014.2298921","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jetcas.2014.2298921","pdf_url":null,"source":{"id":"https://openalex.org/S142323794","display_name":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","issn_l":"2156-3357","issn":["2156-3357","2156-3365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","norway-1","poland-140","russia-white-list-1"],"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 Journal on Emerging and Selected Topics in Circuits and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1979045671","https://openalex.org/W1984793533","https://openalex.org/W1988735729","https://openalex.org/W2023723162","https://openalex.org/W2031546751","https://openalex.org/W2053640071","https://openalex.org/W2099765710","https://openalex.org/W2105418646","https://openalex.org/W2116983828","https://openalex.org/W2118051512","https://openalex.org/W2120298561","https://openalex.org/W2127478493","https://openalex.org/W2132696179","https://openalex.org/W2140195969","https://openalex.org/W2149250606","https://openalex.org/W2149906048","https://openalex.org/W2160105842","https://openalex.org/W2160458392","https://openalex.org/W3143037931","https://openalex.org/W3144109134"],"related_works":["https://openalex.org/W1984793533","https://openalex.org/W2273078936","https://openalex.org/W2154463734","https://openalex.org/W2515508279","https://openalex.org/W2516058287","https://openalex.org/W3031730474","https://openalex.org/W2374758152","https://openalex.org/W2792913414","https://openalex.org/W2041349856","https://openalex.org/W2315879967"],"abstract_inverted_index":{"Cloud":[0],"mobile":[1,16,35,51,289],"rendering":[2,7,26,78,86,109,145,157,212,227,235,250],"(CMR),":[3],"where":[4],"compute":[5],"intensive":[6],"is":[8,101],"performed":[9],"on":[10,15,30,116,131,147,238],"cloud":[11,44,285],"servers":[12],"instead":[13],"of":[14,72,97,144,192,217,284],"devices,":[17],"can":[18,66,88,128,231,278],"be":[19,47,67,89],"a":[20,54,82,181,224,267],"promising":[21],"approach":[22],"to":[23,46,49,162,179,184,244],"enable":[24],"rich":[25],"based":[27],"multimedia":[28],"applications":[29],"battery":[31],"and":[32,59,74,135,154,169,172,177,207,214,221,251,254,287],"CPU":[33],"constrained":[34,60],"devices.":[36],"However,":[37,106],"since":[38],"the":[39,43,50,62,70,93,98,108,126,132,142,156,190,193,202,209,218,234,256,274,281],"video":[40,100,163],"rendered":[41,99,286],"in":[42,266],"has":[45,120],"streamed":[48,288],"device":[52],"over":[53],"wireless":[55],"network":[56,104,173,240],"with":[57,103,159],"fluctuating":[58],"bandwidth,":[61],"resulting":[63,219],"user":[64,117,148,186,258,282],"experience":[65,149,259,283],"impacted.":[68],"In":[69,137],"work":[71],"Wang":[73],"Dey,":[75],"2013,":[76],"adaptive":[77,226],"was":[79],"proposed":[80,275],"as":[81,243],"solution,":[83],"wherein":[84],"multiple":[85],"factors":[87,110,146,165,174,236],"adapted":[90],"such":[91],"that":[92,273],"encoding":[94,164,215,252],"bit":[95,167],"rate":[96,168],"compatible":[102],"bandwidth.":[105],"changing":[107],"may":[111],"itself":[112],"have":[113],"adverse":[114],"impact":[115,127],"experience,":[118],"which":[119,230],"not":[121],"been":[122],"studied":[123],"earlier.":[124],"Moreover,":[125],"vary":[129],"depending":[130,237],"content":[133,152],"scene":[134],"complexity.":[136],"this":[138],"paper,":[139],"we":[140,200,271],"analyze":[141],"impairment":[143],"while":[150],"considering":[151],"characteristics,":[153],"combine":[155],"impairments":[158,160],"due":[161],"(like":[166,175],"frame":[170],"rate)":[171],"bandwidth":[176],"delay)":[178],"propose":[180],"content-aware":[182,194,225],"model":[183,195,203],"measure":[185],"experience.":[187],"We":[188],"demonstrate":[189,206,272],"accuracy":[191],"through":[196],"subjective":[197],"testing.":[198],"Furthermore,":[199],"use":[201],"to:":[204],"1)":[205],"investigate":[208],"tradeoff":[210,248],"between":[211,249],"quality":[213,216,253],"video;":[220],"2)":[222],"derive":[223],"(CAAR)":[228],"algorithm":[229,277],"dynamically":[232],"adjust":[233],"current":[239],"conditions,":[241],"so":[242],"obtain":[245],"an":[246],"optimal":[247],"maximize":[255],"overall":[257],"at":[260],"any":[261],"time.":[262],"By":[263],"conducting":[264],"experiments":[265],"real":[268],"cellular":[269],"network,":[270],"CAAR":[276],"greatly":[279],"enhance":[280],"video.":[290]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2016-06-24T00:00:00"}