{"id":"https://openalex.org/W2809655502","doi":"https://doi.org/10.1145/3209582.3209586","title":"Learning Algorithms for Scheduling in Wireless Networks with Unknown Channel Statistics","display_name":"Learning Algorithms for Scheduling in Wireless Networks with Unknown Channel Statistics","publication_year":2018,"publication_date":"2018-06-20","ids":{"openalex":"https://openalex.org/W2809655502","doi":"https://doi.org/10.1145/3209582.3209586","mag":"2809655502"},"language":"en","primary_location":{"id":"doi:10.1145/3209582.3209586","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3209582.3209586","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5089109536","display_name":"Thomas Stahlbuhk","orcid":"https://orcid.org/0000-0002-2128-5004"},"institutions":[{"id":"https://openalex.org/I4210110987","display_name":"IIT@MIT","ror":"https://ror.org/01wp8zh54","country_code":"US","type":"facility","lineage":["https://openalex.org/I30771326","https://openalex.org/I4210110987"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Stahlbuhk","raw_affiliation_strings":["MIT, Cambridge, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT, Cambridge, MA","institution_ids":["https://openalex.org/I4210110987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047576065","display_name":"Brooke Shrader","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brooke Shrader","raw_affiliation_strings":["MIT, Lincoln Laboratory, Lexington, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT, Lincoln Laboratory, Lexington, MA","institution_ids":["https://openalex.org/I4210122954"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036587377","display_name":"Eytan Modiano","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110987","display_name":"IIT@MIT","ror":"https://ror.org/01wp8zh54","country_code":"US","type":"facility","lineage":["https://openalex.org/I30771326","https://openalex.org/I4210110987"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eytan Modiano","raw_affiliation_strings":["MIT, Cambridge, MA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT, Cambridge, MA","institution_ids":["https://openalex.org/I4210110987"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7275,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.90549239,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"31","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9997000098228455,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7349869608879089},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5622408390045166},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5319250822067261},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5009045600891113},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4257814884185791},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3611721992492676},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3491377830505371},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1991192102432251},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1837179958820343},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14879873394966125}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7349869608879089},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5622408390045166},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5319250822067261},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5009045600891113},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4257814884185791},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3611721992492676},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3491377830505371},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1991192102432251},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1837179958820343},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14879873394966125}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3209582.3209586","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3209582.3209586","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W35251828","https://openalex.org/W1485041102","https://openalex.org/W1721811070","https://openalex.org/W1901187898","https://openalex.org/W1964882163","https://openalex.org/W2000080679","https://openalex.org/W2005947016","https://openalex.org/W2009551863","https://openalex.org/W2020254732","https://openalex.org/W2033187508","https://openalex.org/W2039917366","https://openalex.org/W2049934117","https://openalex.org/W2061641373","https://openalex.org/W2080230629","https://openalex.org/W2093562354","https://openalex.org/W2105177639","https://openalex.org/W2106387257","https://openalex.org/W2106717724","https://openalex.org/W2137152139","https://openalex.org/W2139552971","https://openalex.org/W2140571193","https://openalex.org/W2152652256","https://openalex.org/W2153086189","https://openalex.org/W2164391385","https://openalex.org/W2167331200","https://openalex.org/W2168405694","https://openalex.org/W2169926276","https://openalex.org/W2170178059","https://openalex.org/W2183950117","https://openalex.org/W2185823609","https://openalex.org/W2401350823","https://openalex.org/W2532813632","https://openalex.org/W2909511175","https://openalex.org/W2950929549","https://openalex.org/W2964007796","https://openalex.org/W3103604572","https://openalex.org/W4214714086","https://openalex.org/W4301852635"],"related_works":["https://openalex.org/W2111375262","https://openalex.org/W1991205173","https://openalex.org/W2109048960","https://openalex.org/W2741481635","https://openalex.org/W2038165453","https://openalex.org/W2338537463","https://openalex.org/W2183644707","https://openalex.org/W1595657826","https://openalex.org/W3133147449","https://openalex.org/W1901143057"],"abstract_inverted_index":{"We":[0,48,100,124,139],"study":[1],"the":[2,26,36,45,58,64,79,93,98,106,114,122,132,152,170],"problem":[3],"of":[4,38,95,158,169],"learning":[5,134],"channel":[6,133,165],"statistics":[7],"in":[8,14,44,57,60,97,119,143],"order":[9,61],"to":[10,18,62,73,78,85,105,113],"efficiently":[11],"schedule":[12],"transmissions":[13],"wireless":[15],"networks":[16],"subject":[17],"interference":[19,28],"constraints.":[20],"In":[21],"particular,":[22],"we":[23],"focus":[24],"on":[25],"primary":[27],"model":[29],"which":[30],"requires":[31],"that":[32,53,89,130,149,157],"at":[33,121],"any":[34],"time":[35,144],"set":[37],"activated":[39],"links":[40,96],"be":[41],"a":[42,50,126,137,159],"matching":[43,161],"corresponding":[46],"graph.":[47],"propose":[49],"distributable":[51],"algorithm":[52,84,135],"forms":[54],"greedy":[55,160],"matchings":[56],"graph":[59],"learn":[63],"channels'":[65],"transmission":[66,118],"rates,":[67],"while":[68],"simultaneously":[69],"exploiting":[70],"previous":[71],"observations":[72],"obtain":[74],"high":[75],"throughput.":[76],"Comparison":[77],"offline":[80],"solution":[81],"shows":[82],"our":[83,103,141],"have":[86],"good":[87],"performance":[88],"scales":[90],"well":[91],"with":[92,163],"number":[94],"network.":[99],"then":[101],"turn":[102],"attention":[104],"stochastic":[107],"setting":[108],"where":[109],"packets":[110],"randomly":[111],"arrive":[112],"network":[115],"and":[116,147],"await":[117],"queues":[120],"nodes.":[123],"develop":[125],"queue-length-based":[127],"scheduling":[128],"policy":[129,162],"uses":[131],"as":[136,156],"component.":[138],"analyze":[140],"method":[142],"varying":[145],"environments":[146],"show":[148],"it":[150],"achieves":[151],"same":[153],"stability":[154,172],"region":[155],"full":[164,171],"knowledge":[166],"(i.e.,":[167],"half":[168],"region).":[173]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}