{"id":"https://openalex.org/W4295046747","doi":"https://doi.org/10.1109/tsc.2022.3205482","title":"Combining Resource-Aware Recommendation and Caching in the Era of MEC for Improving the Experience of Video Streaming Users","display_name":"Combining Resource-Aware Recommendation and Caching in the Era of MEC for Improving the Experience of Video Streaming Users","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4295046747","doi":"https://doi.org/10.1109/tsc.2022.3205482"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2022.3205482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2022.3205482","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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 Transactions on Services Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-03996912","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046746249","display_name":"Ana Claudia B. L. Monsao","orcid":null},"institutions":[{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana Claudia B. L. Mon\u00e7\u00e3o","raw_affiliation_strings":["Instituto de Inform&#x00E1;tica, Universidade Federal de Goi&#x00E1;s, Goi&#x00E2;nia, Brasil","Universidade Federal de Goi\u00e1s [Goi\u00e2nia]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Inform&#x00E1;tica, Universidade Federal de Goi&#x00E1;s, Goi&#x00E2;nia, Brasil","institution_ids":[]},{"raw_affiliation_string":"Universidade Federal de Goi\u00e1s [Goi\u00e2nia]","institution_ids":["https://openalex.org/I68106152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065202820","display_name":"Sand Luz Corr\u00eaa","orcid":"https://orcid.org/0000-0003-1863-4661"},"institutions":[{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sand Luz Correa","raw_affiliation_strings":["Instituto de Inform&#x00E1;tica, Universidade Federal de Goi&#x00E1;s, Goi&#x00E2;nia, Brasil","Universidade Federal de Goi\u00e1s [Goi\u00e2nia]"],"raw_orcid":"https://orcid.org/0000-0003-1863-4661","affiliations":[{"raw_affiliation_string":"Instituto de Inform&#x00E1;tica, Universidade Federal de Goi&#x00E1;s, Goi&#x00E2;nia, Brasil","institution_ids":[]},{"raw_affiliation_string":"Universidade Federal de Goi\u00e1s [Goi\u00e2nia]","institution_ids":["https://openalex.org/I68106152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105232454","display_name":"Aline Carneiro Viana","orcid":"https://orcid.org/0000-0002-1483-6269"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Aline Carneiro Viana","raw_affiliation_strings":["Inria, France","inTeRnet BEyond the usual"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"inTeRnet BEyond the usual","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071689195","display_name":"Kl\u00e9ber V. Cardoso","orcid":"https://orcid.org/0000-0001-5152-5323"},"institutions":[{"id":"https://openalex.org/I68106152","display_name":"Universidade Federal de Goi\u00e1s","ror":"https://ror.org/0039d5757","country_code":"BR","type":"education","lineage":["https://openalex.org/I68106152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Kleber Vieira Cardoso","raw_affiliation_strings":["Instituto de Inform&#x00E1;tica, Universidade Federal de Goi&#x00E1;s, Goi&#x00E2;nia, Brasil","Universidade Federal de Goi\u00e1s [Goi\u00e2nia]"],"raw_orcid":"https://orcid.org/0000-0001-5152-5323","affiliations":[{"raw_affiliation_string":"Instituto de Inform&#x00E1;tica, Universidade Federal de Goi&#x00E1;s, Goi&#x00E2;nia, Brasil","institution_ids":[]},{"raw_affiliation_string":"Universidade Federal de Goi\u00e1s [Goi\u00e2nia]","institution_ids":["https://openalex.org/I68106152"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.004,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.86866019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"14"},"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9997000098228455,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9843999743461609,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9154942631721497},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.8240141868591309},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.7929732203483582},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5122637152671814},{"id":"https://openalex.org/keywords/user-equipment","display_name":"User equipment","score":0.5068586468696594},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.4999856948852539},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.49866342544555664},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4742421507835388},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.45810508728027344},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.45062732696533203},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.42030400037765503},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4162570834159851},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3394133150577545},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.2589012384414673},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13137340545654297},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.08872807025909424}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9154942631721497},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.8240141868591309},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.7929732203483582},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5122637152671814},{"id":"https://openalex.org/C2781327853","wikidata":"https://www.wikidata.org/wiki/Q3552547","display_name":"User equipment","level":3,"score":0.5068586468696594},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.4999856948852539},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.49866342544555664},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4742421507835388},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.45810508728027344},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.45062732696533203},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.42030400037765503},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4162570834159851},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3394133150577545},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.2589012384414673},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13137340545654297},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.08872807025909424},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsc.2022.3205482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2022.3205482","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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 Transactions on Services Computing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03996912v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03996912","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Services Computing, 2022, pp.1-14. &#x27E8;10.1109/TSC.2022.3205482&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03996912v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03996912","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Services Computing, 2022, pp.1-14. &#x27E8;10.1109/TSC.2022.3205482&#x27E9;","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1977606842","https://openalex.org/W2024176568","https://openalex.org/W2082645747","https://openalex.org/W2103802341","https://openalex.org/W2188295842","https://openalex.org/W2219888463","https://openalex.org/W2261219935","https://openalex.org/W2471874849","https://openalex.org/W2752670385","https://openalex.org/W2763302263","https://openalex.org/W2775977530","https://openalex.org/W2795658001","https://openalex.org/W2800875871","https://openalex.org/W2806803384","https://openalex.org/W2810598854","https://openalex.org/W2889225717","https://openalex.org/W2905967003","https://openalex.org/W2916171207","https://openalex.org/W2958375113","https://openalex.org/W3036337021","https://openalex.org/W3047009455","https://openalex.org/W4210618000","https://openalex.org/W6686959480","https://openalex.org/W6765548135"],"related_works":["https://openalex.org/W2765987083","https://openalex.org/W3200278794","https://openalex.org/W3114506466","https://openalex.org/W1978514417","https://openalex.org/W2883239366","https://openalex.org/W2884268961","https://openalex.org/W1543922763","https://openalex.org/W3127182254","https://openalex.org/W1971541619","https://openalex.org/W2737069248"],"abstract_inverted_index":{"The":[0],"coupling":[1],"between":[2,123],"content":[3,118,150],"caching":[4,74,163],"at":[5,182,190],"the":[6,20,25,32,35,40,44,58,70,83,88,92,98,107,113,131,158,196],"wireless":[7,37],"network":[8,101,171],"edge":[9],"and":[10,23,39,52,75,87,97,125,152,156,164,170,185],"video":[11,117,143,149,154],"recommendation":[12,165],"systems":[13],"has":[14],"shown":[15],"promising":[16],"results":[17],"to":[18,78,105],"optimize":[19],"cache":[21,84,186],"hit":[22,85,187],"improve":[24],"user":[26,50,89,115,127,179],"quality":[27,33],"of":[28,34,43,73,94,100,133,168],"experience":[29],"(QoE).":[30],"However,":[31],"UE":[36,45,95],"link":[38],"resource":[41],"capabilities":[42,96],"are":[46],"aspects":[47],"that":[48,53,81,112,175],"impact":[49],"QoE":[51,90,180],"have":[54],"been":[55],"neglected":[56],"in":[57,193],"literature.":[59],"In":[60,103],"this":[61,126],"work,":[62],"we":[63,110],"present":[64],"a":[65,134,142,147,161],"resource-aware":[66],"optimization":[67],"model":[68],"for":[69],"joint":[71],"task":[72],"recommending":[76],"videos":[77],"mobile":[79],"users":[80],"maximizes":[82],"ratio":[86,188],"under":[91],"constraints":[93],"availability":[99],"resources.":[102,172],"order":[104],"make":[106],"problem":[108],"manageable,":[109],"assume":[111],"regular":[114],"consumes":[116],"keeping":[119],"some":[120],"time":[121],"interval":[122],"them,":[124],"moves":[128],"slowly":[129],"inside":[130],"coverage":[132],"base":[135],"station.":[136],"We":[137],"evaluate":[138],"our":[139,176],"proposal":[140],"using":[141],"catalog":[144],"derived":[145],"from":[146],"real-world":[148,153],"dataset":[151],"representations":[155],"compare":[157],"performance":[159],"with":[160,195],"state-of-the-art":[162],"method":[166],"unaware":[167],"computing":[169],"Results":[173],"show":[174],"approach":[177],"increases":[178],"by":[181,189],"least":[183,191],"68%":[184],"14%":[192],"comparison":[194],"other":[197],"method.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-09-09T00:00:00"}
