{"id":"https://openalex.org/W2928197181","doi":"https://doi.org/10.5075/epfl-thesis-8732","title":"Network utility maximization for delay-sensitive applications in unknown communication settings","display_name":"Network utility maximization for delay-sensitive applications in unknown communication settings","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2928197181","doi":"https://doi.org/10.5075/epfl-thesis-8732","mag":"2928197181"},"language":"en","primary_location":{"id":"pmh:oai:infoscience.epfl.ch:257100","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/148553","pdf_url":"https://infoscience.epfl.ch/record/257100/files/EPFL_TH8732.pdf","source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"doctoral thesis"},"type":"dissertation","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/record/257100/files/EPFL_TH8732.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008566906","display_name":"Stefano D\u2019Aronco","orcid":"https://orcid.org/0000-0003-0142-1731"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"D'Aronco, Stefano","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5008566906"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9975000023841858,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9975000023841858,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9918000102043152,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.540770411491394},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.4689100980758667},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42725273966789246},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.26624345779418945},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19151601195335388}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.540770411491394},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.4689100980758667},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42725273966789246},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.26624345779418945},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19151601195335388}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:infoscience.epfl.ch:257100","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/148553","pdf_url":"https://infoscience.epfl.ch/record/257100/files/EPFL_TH8732.pdf","source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"doctoral thesis"},{"id":"doi:10.5075/epfl-thesis-8732","is_oa":true,"landing_page_url":"https://doi.org/10.5075/epfl-thesis-8732","pdf_url":null,"source":{"id":"https://openalex.org/S4306400488","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dissertation"},{"id":"mag:2928197181","is_oa":false,"landing_page_url":"https://infoscience.epfl.ch/record/257100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:257100","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/148553","pdf_url":"https://infoscience.epfl.ch/record/257100/files/EPFL_TH8732.pdf","source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"doctoral thesis"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2928197181.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3121822496","https://openalex.org/W1982997797","https://openalex.org/W1540438208","https://openalex.org/W2962764550","https://openalex.org/W3116146552","https://openalex.org/W2246363627","https://openalex.org/W2159209451","https://openalex.org/W2162059402","https://openalex.org/W2150317779","https://openalex.org/W2037436072","https://openalex.org/W3094067597","https://openalex.org/W2726196000","https://openalex.org/W3159366499","https://openalex.org/W3177170695","https://openalex.org/W3094059375","https://openalex.org/W2139622428","https://openalex.org/W2963110737","https://openalex.org/W2773526383","https://openalex.org/W2941097477","https://openalex.org/W2086120035"],"abstract_inverted_index":{"In":[0,136,158,175,240,312,383],"the":[1,4,27,39,48,67,72,98,104,116,119,133,152,176,185,216,245,249,276,288,337,349,359,364,367,372,376,380,384,389,401,411,423,444,461,475,484,496,503,509],"last":[2],"decades":[3],"Internet":[5,14,63,120,166,433],"traffic":[6,52],"has":[7],"greatly":[8],"evolved.":[9],"The":[10,193,269,330],"advent":[11],"of":[12,26,29,38,45,51,55,70,118,154,196,248,278,287,291,342,352,391,403,460,486,502],"new":[13,124],"services":[15,121],"and":[16,78,168,379,410],"applications":[17,167],"has,":[18],"in":[19,79,90,107,151,171,188,215,340,477],"fact,":[20,46],"led":[21],"to":[22,35,66,86,92,97,131,144,164,182,210,213,251,260,266,301,314,334,371,397,421,436,479,494,498],"a":[23,36,43,94,189,253,279,320,326,428,438,451,470,491],"significant":[24],"growth":[25],"amount":[28,50,69,402,485],"data":[30,40],"transmitted,":[31],"as":[32,34,232,418],"well":[33],"transformation":[37],"type.":[41],"As":[42],"matter":[44],"nowadays,":[47],"largest":[49],"share":[53],"consists":[54],"multimedia":[56],"data,":[57],"which":[58,258],"do":[59],"not":[60,408],"represent":[61],"classical":[62,226],"data.":[64],"Due":[65],"increasing":[68],"traffic,":[71],"network":[73,88,105,145,156,173,227,338,360,405,487],"resources":[74,111,406],"might":[75],"be":[76,223,261,398,416,495],"scarce,":[77],"such":[80,490],"cases":[81],"it":[82,447],"becomes":[83],"extremely":[84,304],"important":[85],"optimize":[87],"transmission":[89,134,186],"order":[91,313,478],"provide":[93],"satisfying":[95],"service":[96],"users.":[99],"Although":[100],"methods":[101,130,143],"for":[102,283,508],"maximizing":[103],"utility":[106,146,228,440,507],"scenarios":[108],"with":[109,225],"limited":[110],"have":[112],"been":[113],"studied":[114],"extensively,":[115],"evolution":[117],"poses":[122],"continuously":[123],"challenges":[125],"that":[126,149,207,272,298,369,456,473],"require":[127],"novel":[128,141,254,321],"solution":[129],"meet":[132],"requirements.":[135],"this":[137,197,241,316,466],"thesis":[138],"we":[139,160,179,243,273,318,387,468],"propose":[140,319],"solutions":[142],"maximization":[147,229,501],"problems":[148,162,290],"arise":[150],"context":[153],"nowadays":[155],"communications.":[157],"particular":[159,246],"analyze":[161,388],"related":[163],"delay-sensitive":[165,284],"rate":[169,203,204,378,394,425],"allocation":[170,205,395],"unknown":[172],"settings.":[174],"first":[177],"problem":[178,250,271,328,467],"study":[180],"how":[181,336],"effectively":[183],"allocate":[184],"rates":[187],"multiparty":[190],"videoconference":[191,217],"system.":[192,511],"main":[194,289],"contribution":[195],"chapter":[198],"is":[199,208,275,297,362,407,457],"an":[200,303,353,392,432,499],"approximate":[201],"fast":[202,220],"method":[206,257,492],"able":[209],"adapt":[211],"quickly":[212],"changes":[214],"conditions.":[218],"This":[219],"adaptation":[221],"cannot":[222,415],"achieved":[224],"solving":[230,256],"methods,":[231],"they":[233,299],"are":[234],"usually":[235],"based":[236,324],"on":[237,325,483],"iterative":[238],"approaches.":[239],"case":[242],"leverage":[244],"structure":[247],"design":[252,277,390,469],"distributed":[255,471],"proves":[259],"very":[262],"effective":[263,500],"when":[264,307,347,431],"compared":[265],"baseline":[267],"solutions.":[268],"next":[270],"address":[274],"congestion":[280,294,356,413,453],"control":[281,295,454],"algorithm":[282,455],"applications.":[285],"One":[286],"existing":[292],"delay-based":[293,355],"algorithms":[296],"tend":[300],"achieve":[302],"low":[305],"throughput":[306],"competing":[308],"against":[309],"loss-based":[310],"algorithms.":[311],"overcome":[315],"difficulty":[317],"adaptive":[322,331],"controller":[323,332,365],"bandit":[327],"approach.":[329],"tries":[333],"infer":[335],"responds,":[339],"terms":[341],"rate-delay":[343],"pair":[344],"at":[345,443],"equilibrium,":[346],"changing":[348],"delay":[350],"sensitivity":[351,368],"underlying":[354],"control.":[357],"Once":[358],"response":[361],"inferred,":[363],"selects":[366],"leads":[370],"best":[373],"trade-off":[374],"between":[375],"transmitting":[377],"experienced":[381],"delay.":[382],"final":[385],"problem,":[386],"overlay":[393],"systems":[396],"used":[399,417],"when:":[400],"available":[404],"known,":[409],"user":[412],"feedback":[414],"valid":[419],"signal":[420],"reach":[422],"optimal":[424],"allocation.":[426],"Such":[427],"scenario":[429],"appears":[430],"application":[434,462,506],"wants":[435],"maximize":[437],"certain":[439],"metric,":[441],"but,":[442],"same":[445],"time,":[446],"must":[448],"operate":[449],"using":[450],"specific":[452],"completely":[458],"unaware":[459],"utility.":[463],"To":[464],"solve":[465],"system":[472],"coordinates":[474],"users":[476],"perform":[480],"active":[481],"learning":[482],"resource.":[488],"Adopting":[489],"reveals":[493],"key":[497],"long":[504],"term":[505],"entire":[510]},"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2019-04-11T00:00:00"}