{"id":"https://openalex.org/W2146632659","doi":"https://doi.org/10.1109/iccitechnol.2011.5762671","title":"Real-Time state-dependent routing based on user perception","display_name":"Real-Time state-dependent routing based on user perception","publication_year":2011,"publication_date":"2011-03-01","ids":{"openalex":"https://openalex.org/W2146632659","doi":"https://doi.org/10.1109/iccitechnol.2011.5762671","mag":"2146632659"},"language":"en","primary_location":{"id":"doi:10.1109/iccitechnol.2011.5762671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccitechnol.2011.5762671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on Communications and Information Technology (ICCIT)","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/A5053163348","display_name":"Hai Anh Tran","orcid":"https://orcid.org/0000-0002-6215-4879"},"institutions":[{"id":"https://openalex.org/I197681013","display_name":"Universit\u00e9 Paris-Est Cr\u00e9teil","ror":"https://ror.org/05ggc9x40","country_code":"FR","type":"education","lineage":["https://openalex.org/I197681013"]},{"id":"https://openalex.org/I2800365227","display_name":"Paris-Est Sup","ror":"https://ror.org/0268ecp52","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800365227"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hai Anh Tran","raw_affiliation_strings":["Image, Signal and Intelligent Systems Lab-LiSSi Laboratory, Transport Infrastructure and Network Control Group-TINC, University of Paris-East Creteil, Vitry sur Seine, France","University of Paris-Est Creteil Val de Marne (UPEC), Image, Signal and Intelligent Systems Lab-LiSSi Lab, Transport Infrastructure and Network Control Group - TINC, 122 rue Paul Armangot, 94400 Vitry sur Seine, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Image, Signal and Intelligent Systems Lab-LiSSi Laboratory, Transport Infrastructure and Network Control Group-TINC, University of Paris-East Creteil, Vitry sur Seine, France","institution_ids":["https://openalex.org/I2800365227"]},{"raw_affiliation_string":"University of Paris-Est Creteil Val de Marne (UPEC), Image, Signal and Intelligent Systems Lab-LiSSi Lab, Transport Infrastructure and Network Control Group - TINC, 122 rue Paul Armangot, 94400 Vitry sur Seine, France","institution_ids":["https://openalex.org/I2800365227","https://openalex.org/I197681013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045421775","display_name":"Abdelhamid Mellouk","orcid":"https://orcid.org/0000-0002-6886-7394"},"institutions":[{"id":"https://openalex.org/I197681013","display_name":"Universit\u00e9 Paris-Est Cr\u00e9teil","ror":"https://ror.org/05ggc9x40","country_code":"FR","type":"education","lineage":["https://openalex.org/I197681013"]},{"id":"https://openalex.org/I2800365227","display_name":"Paris-Est Sup","ror":"https://ror.org/0268ecp52","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800365227"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abdelhamid Mellouk","raw_affiliation_strings":["Image, Signal and Intelligent Systems Lab-LiSSi Laboratory, Transport Infrastructure and Network Control Group-TINC, University of Paris-East Creteil, Vitry sur Seine, France","University of Paris-Est Creteil Val de Marne (UPEC), Image, Signal and Intelligent Systems Lab-LiSSi Lab, Transport Infrastructure and Network Control Group - TINC, 122 rue Paul Armangot, 94400 Vitry sur Seine, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Image, Signal and Intelligent Systems Lab-LiSSi Laboratory, Transport Infrastructure and Network Control Group-TINC, University of Paris-East Creteil, Vitry sur Seine, France","institution_ids":["https://openalex.org/I2800365227"]},{"raw_affiliation_string":"University of Paris-Est Creteil Val de Marne (UPEC), Image, Signal and Intelligent Systems Lab-LiSSi Lab, Transport Infrastructure and Network Control Group - TINC, 122 rue Paul Armangot, 94400 Vitry sur Seine, France","institution_ids":["https://openalex.org/I2800365227","https://openalex.org/I197681013"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4628,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84278483,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"4","issue":null,"first_page":"160","last_page":"166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9997000098228455,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9997000098228455,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9997000098228455,"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":0.9980999827384949,"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":0.8009462356567383},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.6604136824607849},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6465347409248352},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5381900072097778},{"id":"https://openalex.org/keywords/static-routing","display_name":"Static routing","score":0.5048215985298157},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5036305785179138},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.49142634868621826},{"id":"https://openalex.org/keywords/policy-based-routing","display_name":"Policy-based routing","score":0.48586317896842957},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.48249268531799316},{"id":"https://openalex.org/keywords/link-state-routing-protocol","display_name":"Link-state routing protocol","score":0.4514826238155365},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4272996187210083},{"id":"https://openalex.org/keywords/adaptive-quality-of-service-multi-hop-routing","display_name":"Adaptive quality of service multi-hop routing","score":0.4244998097419739},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42235225439071655},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3007381856441498},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12166646122932434}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8009462356567383},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.6604136824607849},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6465347409248352},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5381900072097778},{"id":"https://openalex.org/C204948658","wikidata":"https://www.wikidata.org/wiki/Q1119410","display_name":"Static routing","level":4,"score":0.5048215985298157},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5036305785179138},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.49142634868621826},{"id":"https://openalex.org/C196423136","wikidata":"https://www.wikidata.org/wiki/Q7209671","display_name":"Policy-based routing","level":5,"score":0.48586317896842957},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.48249268531799316},{"id":"https://openalex.org/C89305328","wikidata":"https://www.wikidata.org/wiki/Q1755411","display_name":"Link-state routing protocol","level":4,"score":0.4514826238155365},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4272996187210083},{"id":"https://openalex.org/C32244324","wikidata":"https://www.wikidata.org/wiki/Q4680755","display_name":"Adaptive quality of service multi-hop routing","level":5,"score":0.4244998097419739},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42235225439071655},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3007381856441498},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12166646122932434}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccitechnol.2011.5762671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccitechnol.2011.5762671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on Communications and Information Technology (ICCIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W63573388","https://openalex.org/W1557517019","https://openalex.org/W1964733109","https://openalex.org/W2043508517","https://openalex.org/W2079624533","https://openalex.org/W2096774592","https://openalex.org/W2097013111","https://openalex.org/W2107726111","https://openalex.org/W2121863487","https://openalex.org/W2132940773","https://openalex.org/W2146798067","https://openalex.org/W2156666755","https://openalex.org/W2586680856","https://openalex.org/W4214717370","https://openalex.org/W4285719527","https://openalex.org/W6602614035","https://openalex.org/W6676007687","https://openalex.org/W6682459407"],"related_works":["https://openalex.org/W1997091564","https://openalex.org/W2102655743","https://openalex.org/W2607223747","https://openalex.org/W2081964190","https://openalex.org/W2117123509","https://openalex.org/W2152381136","https://openalex.org/W2911943936","https://openalex.org/W2012247215","https://openalex.org/W146128134","https://openalex.org/W2352171801"],"abstract_inverted_index":{"In":[0,95,126],"order":[1,127],"to":[2,13,46,65,119,128,157,228],"successfully":[3],"resolve":[4],"the":[5,9,15,26,47,61,67,74,112,130,138,142,201],"network":[6,10,70,80,83],"infrastructure's":[7],"problems":[8,116],"provider":[11],"has":[12],"improve":[14],"service":[16,27,37],"quality.":[17],"However":[18],"in":[19,32,40,154],"traditional":[20,240],"ways,":[21],"maintaining":[22],"and":[23,44,161],"improving":[24],"of":[25,34,36,42,55,69,77,111,133,200],"quality":[28,35,68],"are":[29],"generally":[30],"determined":[31],"terms":[33,41],"criteria,":[38],"not":[39],"satisfaction":[43],"perception":[45,76],"end-user.":[48],"The":[49,187],"latter":[50],"is":[51,109,167,197],"represented":[52],"by":[53,104,171],"Quality":[54,215],"Experience":[56],"(QoE)":[57],"that":[58],"becomes":[59],"recently":[60],"most":[62,113],"important":[63],"tendency":[64],"guarantee":[66],"services.":[71],"QoE":[72,105,152,173,220],"represents":[73],"subjective":[75],"end-users":[78],"using":[79],"services":[81],"with":[82],"functions":[84],"such":[85],"as":[86],"admission":[87],"control,":[88,93],"resource":[89],"management,":[90],"routing,":[91],"traffic":[92],"etc.":[94],"this":[96],"paper,":[97],"we":[98,145],"focus":[99],"on":[100,150,175,206,224],"routing":[101,114,155,169,241],"mechanism":[102],"driven":[103,170],"end-users.":[106],"Today,":[107],"NP-complete":[108],"one":[110],"algorithm":[115],"when":[117],"trying":[118],"satisfy":[120],"multi":[121],"QoS":[122],"constraints":[123],"criteria":[124,136],"simultaneously.":[125],"avoid":[129],"classification":[131],"problem":[132,140],"these":[134],"multiple":[135],"reducing":[137],"complexity":[139],"for":[141],"future":[143],"Internet,":[144],"propose":[146],"two":[147],"protocols":[148],"based":[149,194,223],"user":[151],"measurement":[153],"paradigm":[156],"construct":[158],"an":[159],"adaptive":[160],"evolutionary":[162],"system.":[163],"Our":[164],"first":[165,202],"approach":[166],"a":[168,176,198,208,218,234],"terminal":[172],"basing":[174,205],"least":[177],"squares":[178],"reinforcement":[179],"learning":[180],"technique":[181],"called":[182],"Least":[183],"Squares":[184],"Policy":[185],"Iteration.":[186],"second":[188],"approach,":[189],"namely":[190],"QQAR":[191,204],"(QoE":[192],"Q-learning":[193],"Adaptive":[195],"Routing),":[196],"improvement":[199],"one.":[203],"Q-Learning,":[207],"Reinforcement":[209],"Learning":[210],"algorithm,":[211],"uses":[212],"Pseudo":[213],"Subjective":[214],"Assessment":[216],"(PSQA),":[217],"real-time":[219],"assessment":[221],"tool":[222],"Random":[225],"Neural":[226],"Network,":[227],"evaluate":[229],"QoE.":[230],"Experimental":[231],"results":[232],"showed":[233],"significant":[235],"performance":[236],"against":[237],"over":[238],"other":[239],"protocols.":[242]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}