{"id":"https://openalex.org/W2120344179","doi":"https://doi.org/10.1109/tnet.2007.900405","title":"Fairness and Optimal Stochastic Control for Heterogeneous Networks","display_name":"Fairness and Optimal Stochastic Control for Heterogeneous Networks","publication_year":2008,"publication_date":"2008-04-01","ids":{"openalex":"https://openalex.org/W2120344179","doi":"https://doi.org/10.1109/tnet.2007.900405","mag":"2120344179"},"language":"en","primary_location":{"id":"doi:10.1109/tnet.2007.900405","doi":"https://doi.org/10.1109/tnet.2007.900405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2007.900405","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-a","jufo-2","norway-2","poland-140"],"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/ACM Transactions on Networking","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5029961049","display_name":"Michael J. Neely","orcid":"https://orcid.org/0000-0003-3524-1587","observed_orcids":["https://orcid.org/0000-0003-3524-1587"]},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M.J. Neely","raw_affiliation_strings":["Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA","Dept. of Electrical Engineering, University of Southern California, Los Angeles, CA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Dept. of Electrical Engineering, University of Southern California, Los Angeles, CA#TAB#","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036587377","display_name":"Eytan Modiano","orcid":"https://orcid.org/0000-0001-8238-8130","observed_orcids":["https://orcid.org/0000-0001-8238-8130"]},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E. Modiano","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA, USA","Massachusetts Institute of Technology, Cambridge, MA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA,","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050840783","display_name":"Chih\u2010Ping Li","orcid":"https://orcid.org/0000-0001-7363-0917","observed_orcids":["https://orcid.org/0000-0001-7363-0917"]},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chih-Ping Li","raw_affiliation_strings":["Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA","Dept. of Electrical Engineering, University of Southern California, Los Angeles, CA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Dept. of Electrical Engineering, University of Southern California, Los Angeles, CA#TAB#","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2495,"currency":"USD","value_usd":2495},"apc_paid":null,"fwci":54.2618,"has_fulltext":false,"cited_by_count":435,"citation_normalized_percentile":{"value":0.9982835,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"16","issue":"2","first_page":"396","last_page":"409"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9467999935150146,"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":0.9467999935150146,"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":0.04830000177025795,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.0027000000700354576,"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/fairness","display_name":"fairness","score":0.550000011920929},{"id":"https://openalex.org/keywords/stochastic-optimal-control","display_name":"stochastic optimal control","score":0.8650000095367432},{"id":"https://openalex.org/keywords/heterogeneous-networks","display_name":"heterogeneous networks","score":0.9800000190734863},{"id":"https://openalex.org/keywords/time-varying-channels","display_name":"time-varying channels","score":0.9710000157356262},{"id":"https://openalex.org/keywords/flow-control","display_name":"flow control","score":0.925000011920929},{"id":"https://openalex.org/keywords/routing","display_name":"routing","score":0.9589999914169312},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"resource allocation","score":0.9990000128746033},{"id":"https://openalex.org/keywords/network-capacity","display_name":"network capacity","score":0.4860000014305115},{"id":"https://openalex.org/keywords/end-to-end-delay","display_name":"end-to-end delay","score":0.9190000295639038},{"id":"https://openalex.org/keywords/decentralized-control","display_name":"decentralized control","score":0.574999988079071}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8218483924865723},{"id":"https://openalex.org/C2776951270","wikidata":"https://www.wikidata.org/wiki/Q8026910","display_name":"Wireline","level":3,"score":0.6191340088844299},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6004750728607178},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.530215322971344},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5069378018379211},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.49445152282714844},{"id":"https://openalex.org/C186766456","wikidata":"https://www.wikidata.org/wiki/Q612457","display_name":"Flow control (data)","level":2,"score":0.45343509316444397},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.4431525468826294},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4425668716430664},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43612831830978394},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4297362267971039},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40547841787338257},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.38560938835144043},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1385020613670349},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnet.2007.900405","doi":"https://doi.org/10.1109/tnet.2007.900405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2007.900405","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-a","jufo-2","norway-2","poland-140"],"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/ACM Transactions on Networking","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.68.8881","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.68.8881","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mit.edu/~modiano/papers/J50.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W53977023","https://openalex.org/W80012474","https://openalex.org/W574145361","https://openalex.org/W599836893","https://openalex.org/W1555877439","https://openalex.org/W1901187898","https://openalex.org/W1973066263","https://openalex.org/W1987497363","https://openalex.org/W2033129021","https://openalex.org/W2037710455","https://openalex.org/W2038007012","https://openalex.org/W2040082383","https://openalex.org/W2070317877","https://openalex.org/W2087294514","https://openalex.org/W2097204120","https://openalex.org/W2097692570","https://openalex.org/W2100152681","https://openalex.org/W2102103752","https://openalex.org/W2104074340","https://openalex.org/W2104259309","https://openalex.org/W2105177639","https://openalex.org/W2106522282","https://openalex.org/W2111240713","https://openalex.org/W2116071440","https://openalex.org/W2117363591","https://openalex.org/W2118844846","https://openalex.org/W2122210228","https://openalex.org/W2122857537","https://openalex.org/W2125859743","https://openalex.org/W2126956578","https://openalex.org/W2128597432","https://openalex.org/W2131298387","https://openalex.org/W2132089207","https://openalex.org/W2134789631","https://openalex.org/W2135663206","https://openalex.org/W2138993731","https://openalex.org/W2146742112","https://openalex.org/W2150240794","https://openalex.org/W2157179371","https://openalex.org/W2158579229","https://openalex.org/W2158637477","https://openalex.org/W2159494247","https://openalex.org/W2159715570","https://openalex.org/W2163634514","https://openalex.org/W2171423886","https://openalex.org/W2239583448","https://openalex.org/W2613173048","https://openalex.org/W3106992008","https://openalex.org/W4248891844","https://openalex.org/W4253990512","https://openalex.org/W4285719527","https://openalex.org/W4297972233","https://openalex.org/W6651450264"],"related_works":["https://openalex.org/W7099087928","https://openalex.org/W2162157974","https://openalex.org/W2140614272","https://openalex.org/W1973952637","https://openalex.org/W2404881763","https://openalex.org/W2012956228","https://openalex.org/W7100433438","https://openalex.org/W42168290","https://openalex.org/W2159494247","https://openalex.org/W2470297717"],"abstract_inverted_index":{"We":[0],"consider":[1],"optimal":[2,86],"control":[3],"for":[4,51,116],"general":[5],"networks":[6],"with":[7],"both":[8],"wireless":[9],"and":[10,13,28,55,58,96],"wireline":[11],"components":[12],"time":[14],"varying":[15],"channels.":[16],"A":[17],"dynamic":[18],"strategy":[19,45,73],"is":[20,46,74,111,119],"developed":[21],"to":[22,29,37,62,76,84],"support":[23],"all":[24,91],"traffic":[25],"whenever":[26],"possible,":[27],"make":[30,63],"optimally":[31],"fair":[32,108],"decisions":[33,64],"about":[34],"which":[35],"data":[36,78,117],"serve":[38],"when":[39,90],"inputs":[40],"exceed":[41],"network":[42,92],"capacity.":[43],"The":[44,71,103],"decoupled":[47],"into":[48],"separate":[49],"algorithms":[50],"flow":[52],"control,":[53],"routing,":[54],"resource":[56],"allocation,":[57],"allows":[59],"each":[60],"user":[61],"independent":[65],"of":[66,69,100,105],"the":[67,85,122],"actions":[68],"others.":[70],"combined":[72],"shown":[75],"yield":[77],"rates":[79],"that":[80,118],"are":[81,94],"arbitrarily":[82],"close":[83],"operating":[87,109],"point":[88,110],"achieved":[89],"controllers":[93],"coordinated":[95],"have":[97],"perfect":[98],"knowledge":[99],"future":[101],"events.":[102],"cost":[104],"approaching":[106],"this":[107],"an":[112],"end-to-end":[113],"delay":[114],"increase":[115],"served":[120],"by":[121],"network.":[123]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":24},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":30},{"year":2016,"cited_by_count":31},{"year":2015,"cited_by_count":27},{"year":2014,"cited_by_count":31},{"year":2013,"cited_by_count":29},{"year":2012,"cited_by_count":42}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2016-06-24T00:00:00"}
