{"id":"https://openalex.org/W2072134708","doi":"https://doi.org/10.1109/infcom.2012.6195496","title":"A server's perspective of Internet streaming delivery to mobile devices","display_name":"A server's perspective of Internet streaming delivery to mobile devices","publication_year":2012,"publication_date":"2012-03-01","ids":{"openalex":"https://openalex.org/W2072134708","doi":"https://doi.org/10.1109/infcom.2012.6195496","mag":"2072134708"},"language":"en","primary_location":{"id":"doi:10.1109/infcom.2012.6195496","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2012.6195496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Proceedings IEEE INFOCOM","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/A5101444211","display_name":"Yao Liu","orcid":"https://orcid.org/0000-0003-2817-0725"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yao Liu","raw_affiliation_strings":["Department of Computer Science, George Mason University, USA","Dept. of Computer Science, George Mason University, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, George Mason University, USA","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"Dept. of Computer Science, George Mason University, USA#TAB#","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100325774","display_name":"Fei Li","orcid":"https://orcid.org/0000-0001-8016-8716"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fei Li","raw_affiliation_strings":["Department of Computer Science, George Mason University, USA","Dept. of Computer Science, George Mason University, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, George Mason University, USA","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"Dept. of Computer Science, George Mason University, USA#TAB#","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344290","display_name":"Lei Guo","orcid":"https://orcid.org/0000-0001-5860-0082"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lei Guo","raw_affiliation_strings":["Department of CSE, Ohio State Uinversity, USA","Department of CSE, Ohio State University, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE, Ohio State Uinversity, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Department of CSE, Ohio State University, USA#TAB#","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056603533","display_name":"Bo Shen","orcid":"https://orcid.org/0000-0003-3482-5783"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bo Shen","raw_affiliation_strings":["Vuclip, Milpitas, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vuclip, Milpitas, CA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065505890","display_name":"Songqing Chen","orcid":"https://orcid.org/0000-0003-4650-7125"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Songqing Chen","raw_affiliation_strings":["Department of Computer Science, George Mason University, USA","Dept. of Computer Science, George Mason University, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, George Mason University, USA","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"Dept. of Computer Science, George Mason University, USA#TAB#","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1332","last_page":"1340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9998999834060669,"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/T11478","display_name":"Caching and Content Delivery","score":0.9998999834060669,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9948999881744385,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.994700014591217,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8320039510726929},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6363643407821655},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5768939852714539},{"id":"https://openalex.org/keywords/real-time-streaming-protocol","display_name":"Real Time Streaming Protocol","score":0.5401602387428284},{"id":"https://openalex.org/keywords/transcoding","display_name":"Transcoding","score":0.5014050006866455},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5009136199951172},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.47987714409828186},{"id":"https://openalex.org/keywords/mobile-web","display_name":"Mobile Web","score":0.45334458351135254},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4500733017921448},{"id":"https://openalex.org/keywords/codec","display_name":"Codec","score":0.447741836309433},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4451281428337097},{"id":"https://openalex.org/keywords/mobile-technology","display_name":"Mobile technology","score":0.37234586477279663},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.202946275472641},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2014116644859314}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8320039510726929},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6363643407821655},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5768939852714539},{"id":"https://openalex.org/C110738861","wikidata":"https://www.wikidata.org/wiki/Q682598","display_name":"Real Time Streaming Protocol","level":3,"score":0.5401602387428284},{"id":"https://openalex.org/C134535813","wikidata":"https://www.wikidata.org/wiki/Q1888734","display_name":"Transcoding","level":2,"score":0.5014050006866455},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5009136199951172},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.47987714409828186},{"id":"https://openalex.org/C516764902","wikidata":"https://www.wikidata.org/wiki/Q1043805","display_name":"Mobile Web","level":4,"score":0.45334458351135254},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4500733017921448},{"id":"https://openalex.org/C161765866","wikidata":"https://www.wikidata.org/wiki/Q184748","display_name":"Codec","level":2,"score":0.447741836309433},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4451281428337097},{"id":"https://openalex.org/C60952562","wikidata":"https://www.wikidata.org/wiki/Q6887246","display_name":"Mobile technology","level":3,"score":0.37234586477279663},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.202946275472641},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2014116644859314}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/infcom.2012.6195496","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcom.2012.6195496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Proceedings IEEE INFOCOM","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.364.636","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.364.636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.gmu.edu/~yliud/publications/infocom12-vuclip.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.46000000834465027,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1693885144","https://openalex.org/W1963903779","https://openalex.org/W1986697120","https://openalex.org/W2003842956","https://openalex.org/W2008001433","https://openalex.org/W2052835965","https://openalex.org/W2080165082","https://openalex.org/W2105989159","https://openalex.org/W2112053513","https://openalex.org/W2112665991","https://openalex.org/W2118519969","https://openalex.org/W2124840671","https://openalex.org/W2126402853","https://openalex.org/W2144256475","https://openalex.org/W2161756014","https://openalex.org/W4254736713","https://openalex.org/W6637393733"],"related_works":["https://openalex.org/W2170326175","https://openalex.org/W2293663088","https://openalex.org/W3080695917","https://openalex.org/W2142667491","https://openalex.org/W2031147312","https://openalex.org/W2047117180","https://openalex.org/W400959865","https://openalex.org/W3121974624","https://openalex.org/W36900739","https://openalex.org/W3197716200"],"abstract_inverted_index":{"Receiving":[0],"Internet":[1,19,74,101,122,214],"streaming":[2,20,45,64,76,103,124,217],"services":[3,125],"on":[4,38],"various":[5],"mobile":[6,23,63,75,102,108,123,130,155,216,241],"devices":[7],"is":[8,50,57,126,173,299],"getting":[9],"more":[10,12,195,245],"and":[11,16,44,133,157,161,230],"popular.":[13],"To":[14,166],"understand":[15],"better":[17],"support":[18],"delivery":[21],"to":[22,71,175,179,202,210,274],"devices,":[24],"a":[25,88,99,117,248,282,288],"number":[26],"of":[27,221,227,235,261,287],"studies":[28,34],"have":[29,35,86],"been":[30],"conducted.":[31],"However,":[32],"existing":[33],"mainly":[36],"focused":[37],"the":[39,53,58,73,79,129,169,177,180,239,258,296],"client":[40],"side":[41],"resource":[42],"consumption":[43],"quality.":[46],"So":[47],"far,":[48],"little":[49],"known":[51],"about":[52,147],"server":[54,80,90],"side,":[55],"which":[56],"key":[59],"for":[60,120,185,264],"providing":[61,121],"successful":[62],"services.":[65],"In":[66,136],"this":[67,83,137],"work,":[68],"we":[69,85,113,139,267],"set":[70],"investigate":[72],"service":[77,104],"at":[78,183],"side.":[81],"For":[82],"purpose,":[84],"collected":[87],"one-month":[89],"log":[91],"(with":[92],"212":[93],"TB":[94],"delivered":[95],"video":[96,163,178,189,289],"traffic)":[97],"from":[98,128,205],"top":[100],"provider":[105],"serving":[106],"worldwide":[107],"users.":[109],"Through":[110],"trace":[111],"analysis,":[112],"find":[114,140],"that":[115,281],"(1)":[116],"major":[118],"challenge":[119],"rooted":[127],"device":[131,170],"hardware":[132,144],"software":[134],"heterogeneity.":[135],"workload,":[138],"over":[141],"2800":[142],"different":[143,149,154,186,198,206,285],"models":[145],"with":[146,168],"100":[148],"screen":[150],"resolutions":[151],"running":[152],"14":[153],"OS":[156],"3":[158],"audio":[159],"codecs":[160],"4":[162],"codecs.":[164],"(2)":[165],"deal":[167],"heterogeneity,":[171],"transcoding":[172],"used":[174],"customize":[176],"appropriate":[181],"versions":[182,199,286],"runtime":[184],"devices.":[187,207],"A":[188],"clip":[190],"could":[191],"be":[192],"transcoded":[193],"into":[194],"than":[196],"40":[197],"in":[200,212,272],"order":[201,273],"serve":[203],"requests":[204],"(3)":[208],"Compared":[209],"videos":[211,218],"traditional":[213],"streaming,":[215],"are":[219,244],"typically":[220],"much":[222],"smaller":[223],"size":[224,298],"(a":[225,233],"median":[226,234],"1.68":[228],"MBytes)":[229],"shorter":[231],"duration":[232],"2.7":[236],"minutes).":[237],"Furthermore,":[238],"daily":[240],"user":[242],"accesses":[243],"skewed":[246],"following":[247],"Zipf-like":[249],"distribution":[250],"but":[251],"users'":[252],"interests":[253],"also":[254],"quickly":[255],"shift.":[256],"Considering":[257],"huge":[259],"demand":[260],"CPU":[262,276],"cycles":[263],"online":[265],"transcoding,":[266],"further":[268],"examine":[269],"server-side":[270],"caching":[271],"reduce":[275],"cycle":[277],"demand.":[278],"We":[279],"show":[280],"policy":[283],"considering":[284],"altogether":[290],"outperforms":[291],"other":[292],"intuitive":[293],"ones":[294],"when":[295],"cache":[297],"limited.":[300]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}