{"id":"https://openalex.org/W2930093547","doi":"https://doi.org/10.1109/tmc.2019.2909202","title":"Ensemble Adaptive Streaming \u2013 A New Paradigm to Generate Streaming Algorithms via Specializations","display_name":"Ensemble Adaptive Streaming \u2013 A New Paradigm to Generate Streaming Algorithms via Specializations","publication_year":2019,"publication_date":"2019-04-03","ids":{"openalex":"https://openalex.org/W2930093547","doi":"https://doi.org/10.1109/tmc.2019.2909202","mag":"2930093547"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2019.2909202","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2019.2909202","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Mobile Computing","raw_type":"journal-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/A5100459812","display_name":"Guanghui Zhang","orcid":"https://orcid.org/0000-0001-7448-8473"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guanghui Zhang","raw_affiliation_strings":["Department of Information Engineering, Chinese University of Hong Kong, Shatin, Hong Kong SAR"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Chinese University of Hong Kong, Shatin, Hong Kong SAR","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080004295","display_name":"Jack Y. B. Lee","orcid":"https://orcid.org/0000-0002-3583-6428"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jack Y. B. Lee","raw_affiliation_strings":["Department of Information Engineering, Chinese University of Hong Kong, Shatin, Hong Kong SAR"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Chinese University of Hong Kong, Shatin, Hong Kong SAR","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100459812"],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":null,"apc_paid":null,"fwci":1.1134,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.81742381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"19","issue":"6","first_page":"1346","last_page":"1358"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9969000220298767,"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"}},{"id":"https://openalex.org/T12720","display_name":"Multimedia Communication and Technology","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8969583511352539},{"id":"https://openalex.org/keywords/streaming-algorithm","display_name":"Streaming algorithm","score":0.7965645790100098},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.641351044178009},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5463124513626099},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.45720842480659485},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43928712606430054},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.42935600876808167},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3875194191932678}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8969583511352539},{"id":"https://openalex.org/C187166803","wikidata":"https://www.wikidata.org/wiki/Q2835831","display_name":"Streaming algorithm","level":3,"score":0.7965645790100098},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.641351044178009},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5463124513626099},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.45720842480659485},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43928712606430054},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.42935600876808167},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3875194191932678},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2019.2909202","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2019.2909202","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322942","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W157468466","https://openalex.org/W1659842140","https://openalex.org/W1733806262","https://openalex.org/W1972191802","https://openalex.org/W1976944900","https://openalex.org/W1986570368","https://openalex.org/W2005244180","https://openalex.org/W2009005141","https://openalex.org/W2022844530","https://openalex.org/W2040492000","https://openalex.org/W2054692642","https://openalex.org/W2055165550","https://openalex.org/W2099666845","https://openalex.org/W2122701159","https://openalex.org/W2130954326","https://openalex.org/W2399399754","https://openalex.org/W2482797934","https://openalex.org/W2586291645","https://openalex.org/W2602023803","https://openalex.org/W2606920646","https://openalex.org/W2744628735","https://openalex.org/W2761144083","https://openalex.org/W2797779168","https://openalex.org/W2808294846","https://openalex.org/W2849781392","https://openalex.org/W2885396258","https://openalex.org/W2906364736","https://openalex.org/W2963191323","https://openalex.org/W2964043796","https://openalex.org/W6606439196","https://openalex.org/W6678494045","https://openalex.org/W6692846177"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"Video":[0],"streaming":[1,15,70,116,169],"is":[2],"now":[3],"ubiquitous":[4],"in":[5,13,33,43],"the":[6,87,122,127,161],"mobile":[7,19,61,115,189],"Internet.":[8],"This":[9,46],"motivated":[10],"intense":[11],"research":[12],"adaptive":[14,168],"algorithms":[16,29,174,179],"to":[17,60,66,92,145,149,154,166],"tackle":[18],"networks'":[20],"fluctuating":[21],"conditions.":[22],"Our":[23],"investigations":[24],"revealed":[25],"that":[26,78],"while":[27],"existing":[28,146],"can":[30,40,142],"perform":[31],"well":[32,192],"their":[34,38,151],"intended":[35],"operating":[36],"environments,":[37],"performance":[39],"degrade":[41],"substantially":[42],"other":[44],"environments.":[45],"work":[47],"tackles":[48],"this":[49],"challenge":[50],"by":[51],"developing":[52],"a":[53,68,132],"novel":[54],"Ensemble":[55],"Adaptive":[56],"Streaming":[57],"(EAS)":[58],"paradigm":[59],"video":[62],"streaming.":[63,137],"As":[64],"opposed":[65],"designing":[67],"single":[69],"algorithm":[71,106,125],"for":[72,111,136],"all":[73],"network":[74,80,90,94,129],"conditions,":[75],"we":[76,159],"argue":[77],"different":[79,83,97],"conditions":[81,95],"require":[82],"algorithms.":[84,170],"We":[85,138],"introduce":[86],"notion":[88],"of":[89],"differentiators":[91,130],"segregate":[93],"into":[96],"classes":[98],"where":[99],"each":[100],"class":[101],"has":[102],"its":[103],"own":[104],"adaptation":[105,124],"designed":[107],"and":[108],"optimized":[109],"specifically":[110],"it.":[112],"An":[113],"EAS":[114,141],"client":[117],"then":[118],"selects":[119],"at":[120],"runtime":[121],"matching":[123],"using":[126],"same":[128],"on":[131],"per":[133],"session":[134],"basis":[135],"show":[139],"how":[140],"be":[143],"applied":[144],"machine-learning":[147],"approaches":[148],"improve":[150],"performances.":[152],"Moreover,":[153],"fully":[155],"exploit":[156],"EAS's":[157],"potential":[158],"developed":[160],"first":[162],"Genetic":[163],"Programming":[164],"approach":[165],"evolve":[167],"The":[171],"resultant":[172],"EAS-GP":[173],"not":[175],"only":[176],"outperformed":[177],"state-of-the-art":[178],"substantially,":[180],"but":[181],"also":[182],"exhibited":[183],"remarkable":[184],"robustness":[185],"over":[186],"time,":[187],"location,":[188],"operators,":[190],"as":[191,193],"quality-of-experience":[194],"metrics.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}