{"id":"https://openalex.org/W2784074582","doi":"https://doi.org/10.1109/allerton.2017.8262794","title":"Restless streaming bandits: Scheduling scalable video in wireless networks","display_name":"Restless streaming bandits: Scheduling scalable video in wireless networks","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2784074582","doi":"https://doi.org/10.1109/allerton.2017.8262794","mag":"2784074582"},"language":"en","primary_location":{"id":"doi:10.1109/allerton.2017.8262794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton.2017.8262794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","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/A5101989299","display_name":"S. Amir Hosseini","orcid":"https://orcid.org/0000-0001-9518-8648"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"S. Amir Hosseini","raw_affiliation_strings":["Department of Electrical and Computer Engineering, NYU Tandon School of Engineering"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, NYU Tandon School of Engineering","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081489562","display_name":"Shivendra S. Panwar","orcid":"https://orcid.org/0000-0002-9822-6838"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shivendra S. Panwar","raw_affiliation_strings":["Department of Electrical and Computer Engineering, NYU Tandon School of Engineering"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, NYU Tandon School of Engineering","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101989299"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1433,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54262087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"620","last_page":"628"},"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":0.9977999925613403,"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":0.9957000017166138,"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":0.8805843591690063},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6404333710670471},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6053069829940796},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5770785808563232},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5666357278823853},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.558962345123291},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4794277548789978},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4772070348262787},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4544244110584259},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.428295761346817},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38330763578414917},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3549124002456665},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.31082332134246826},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.28298214077949524}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8805843591690063},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6404333710670471},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6053069829940796},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5770785808563232},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5666357278823853},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.558962345123291},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4794277548789978},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4772070348262787},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4544244110584259},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.428295761346817},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38330763578414917},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3549124002456665},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.31082332134246826},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.28298214077949524},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/allerton.2017.8262794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton.2017.8262794","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1525800466","https://openalex.org/W1604729893","https://openalex.org/W1879924871","https://openalex.org/W2020189063","https://openalex.org/W2039725334","https://openalex.org/W2040495888","https://openalex.org/W2044502527","https://openalex.org/W2056921512","https://openalex.org/W2059705283","https://openalex.org/W2079282346","https://openalex.org/W2102503982","https://openalex.org/W2108773869","https://openalex.org/W2111039868","https://openalex.org/W2119567691","https://openalex.org/W2138497707","https://openalex.org/W2159715570","https://openalex.org/W2327714592","https://openalex.org/W2564379828","https://openalex.org/W3125634603","https://openalex.org/W4239944506","https://openalex.org/W4240896209","https://openalex.org/W4301820608","https://openalex.org/W6631706794"],"related_works":["https://openalex.org/W2062470290","https://openalex.org/W2500106866","https://openalex.org/W2004597074","https://openalex.org/W4213214852","https://openalex.org/W2323516465","https://openalex.org/W4238615239","https://openalex.org/W2315999538","https://openalex.org/W187740018","https://openalex.org/W2162286586","https://openalex.org/W4255368532"],"abstract_inverted_index":{"In":[0,24],"this":[1],"paper,":[2],"we":[3,70],"consider":[4],"the":[5,37,56,66,77,87,105,109,129,148,152,157,167,182,190],"problem":[6,112],"of":[7,80,151,171],"optimal":[8,111,137,149],"scalable":[9],"video":[10],"delivery":[11],"to":[12,127,146,203,211],"mobile":[13],"users":[14],"in":[15,125,144,207],"wireless":[16,30],"networks":[17],"given":[18],"arbitrary":[19],"Quality":[20],"Adaptation":[21],"(QA)":[22],"mechanisms.":[23],"current":[25],"practical":[26],"systems,":[27],"QA":[28,78,97],"and":[29,40,85,98,108,117],"channel":[31],"scheduling":[32,73,88,107],"are":[33,101],"performed":[34],"independently":[35],"by":[36,132],"content":[38],"provider":[39],"network":[41,208],"operator,":[42],"respectively.":[43],"While":[44],"most":[45],"research":[46],"has":[47,160],"been":[48],"focused":[49],"on":[50],"jointly":[51,110,136],"optimizing":[52],"these":[53],"two":[54,204],"tasks,":[55],"high":[57],"complexity":[58],"that":[59,75,196],"comes":[60],"with":[61],"a":[62,72,114,118,135,178],"joint":[63],"approach":[64],"makes":[65],"implementation":[67],"impractical.":[68],"Therefore,":[69],"present":[71,141,177],"mechanism":[74],"takes":[76],"logic":[79],"each":[81,172],"user":[82,173],"as":[83,113,216],"input":[84],"optimizes":[86],"accordingly.":[89],"Hence,":[90],"there":[91],"is":[92],"no":[93,164],"need":[94,183],"for":[95,184],"centralized":[96],"cross-layer":[99],"interactions":[100],"minimized.":[102],"We":[103,139,175,194],"model":[104],"QA-adaptive":[106],"Restless":[115,153],"Bandit":[116,154],"Multi-user":[119],"Semi":[120],"Markov":[121],"Decision":[122],"Process,":[123],"respectively":[124],"order":[126,145],"compare":[128],"loss":[130],"incurred":[131],"not":[133],"employing":[134],"scheme.":[138],"then":[140],"heuristic":[142,180],"algorithms":[143,214],"achieve":[147,201],"outcome":[150],"solution,":[155],"assuming":[156],"base":[158,191],"station":[159,192],"knowledge":[161,188],"of,":[162],"but":[163],"control":[165],"over,":[166],"underlying":[168],"quality":[169],"adaptation":[170],"(QA-Aware).":[174],"also":[176],"simplified":[179],"without":[181],"any":[185],"higher":[186],"layer":[187],"at":[189],"(QA-Blind).":[193],"show":[195],"our":[197],"QA-Aware":[198],"strategy":[199],"can":[200],"up":[202],"times":[205],"improvement":[206],"utilization":[209],"compared":[210],"popular":[212],"baseline":[213],"such":[215],"Proportional":[217],"Fairness.":[218]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}