{"id":"https://openalex.org/W4289713056","doi":"https://doi.org/10.1109/isit50566.2022.9834463","title":"QoE-Centric Multi-User mmWave Scheduling: A Beam Alignment and Buffer Predictive Approach","display_name":"QoE-Centric Multi-User mmWave Scheduling: A Beam Alignment and Buffer Predictive Approach","publication_year":2022,"publication_date":"2022-06-26","ids":{"openalex":"https://openalex.org/W4289713056","doi":"https://doi.org/10.1109/isit50566.2022.9834463"},"language":"en","primary_location":{"id":"doi:10.1109/isit50566.2022.9834463","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit50566.2022.9834463","pdf_url":null,"source":{"id":"https://openalex.org/S4363604560","display_name":"2022 IEEE International Symposium on Information Theory (ISIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Information Theory (ISIT)","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/A5015652220","display_name":"Babak Badnava","orcid":"https://orcid.org/0000-0002-6779-0655"},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Babak Badnava","raw_affiliation_strings":["University of Kansas,Department of Electrical Engineering and Computer Science","Department of Electrical Engineering and Computer Science, University of Kansas"],"affiliations":[{"raw_affiliation_string":"University of Kansas,Department of Electrical Engineering and Computer Science","institution_ids":["https://openalex.org/I146416000"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Kansas","institution_ids":["https://openalex.org/I146416000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066776824","display_name":"Sravan Reddy Chintareddy","orcid":"https://orcid.org/0000-0003-1054-3095"},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sravan Reddy Chintareddy","raw_affiliation_strings":["University of Kansas,Department of Electrical Engineering and Computer Science","Department of Electrical Engineering and Computer Science, University of Kansas"],"affiliations":[{"raw_affiliation_string":"University of Kansas,Department of Electrical Engineering and Computer Science","institution_ids":["https://openalex.org/I146416000"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Kansas","institution_ids":["https://openalex.org/I146416000"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102788585","display_name":"Morteza Hashemi","orcid":"https://orcid.org/0000-0002-9253-6608"},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Morteza Hashemi","raw_affiliation_strings":["University of Kansas,Department of Electrical Engineering and Computer Science","Department of Electrical Engineering and Computer Science, University of Kansas"],"affiliations":[{"raw_affiliation_string":"University of Kansas,Department of Electrical Engineering and Computer Science","institution_ids":["https://openalex.org/I146416000"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Kansas","institution_ids":["https://openalex.org/I146416000"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015652220"],"corresponding_institution_ids":["https://openalex.org/I146416000"],"apc_list":null,"apc_paid":null,"fwci":1.9334,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.86045522,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"736","last_page":"741"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems 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/T10148","display_name":"Advanced MIMO Systems 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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9991999864578247,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9988999962806702,"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":0.8719980716705322},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6394634246826172},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5745372176170349},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.5461867451667786},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4589560627937317},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.43891412019729614},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.41648536920547485},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3965078294277191},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.383451908826828},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.30223721265792847},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.15387371182441711}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8719980716705322},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6394634246826172},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5745372176170349},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.5461867451667786},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4589560627937317},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.43891412019729614},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.41648536920547485},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3965078294277191},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.383451908826828},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.30223721265792847},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.15387371182441711},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit50566.2022.9834463","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit50566.2022.9834463","pdf_url":null,"source":{"id":"https://openalex.org/S4363604560","display_name":"2022 IEEE International Symposium on Information Theory (ISIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"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/W1891643597","https://openalex.org/W2004294022","https://openalex.org/W2056251647","https://openalex.org/W2112420033","https://openalex.org/W2116334496","https://openalex.org/W2138020668","https://openalex.org/W2195693430","https://openalex.org/W2537509359","https://openalex.org/W2571591540","https://openalex.org/W2590526842","https://openalex.org/W2602425879","https://openalex.org/W2760381851","https://openalex.org/W2792810743","https://openalex.org/W2795075532","https://openalex.org/W2795658001","https://openalex.org/W2796047239","https://openalex.org/W2933410328","https://openalex.org/W2961618868","https://openalex.org/W2962785465","https://openalex.org/W2963168305","https://openalex.org/W2972651158","https://openalex.org/W2975510411","https://openalex.org/W3005599399","https://openalex.org/W3034937239","https://openalex.org/W3043453430","https://openalex.org/W3045289751","https://openalex.org/W3045306840","https://openalex.org/W3105281589","https://openalex.org/W3134933365","https://openalex.org/W3142860725","https://openalex.org/W3159115845","https://openalex.org/W4206530644","https://openalex.org/W6601392155","https://openalex.org/W6731879445","https://openalex.org/W6745015829","https://openalex.org/W6761616485","https://openalex.org/W6781104625"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W2965083567","https://openalex.org/W4235240664","https://openalex.org/W1838576100","https://openalex.org/W2757182831","https://openalex.org/W2095886385","https://openalex.org/W2089704382","https://openalex.org/W1983399550","https://openalex.org/W97075385","https://openalex.org/W2044415708"],"abstract_inverted_index":{"In":[0],"this":[1,51],"paper,":[2],"we":[3,77,148],"consider":[4],"the":[5,39,55,60,64,79,104,107,115,119,162,190,195],"multi-user":[6],"scheduling":[7,75],"problem":[8,52],"in":[9,180],"millimeter":[10],"wave":[11],"(mmWave)":[12],"video":[13,27],"streaming":[14,19,94],"networks,":[15],"which":[16],"comprises":[17],"a":[18,26,30,87,131,143,158,165,182],"server":[20],"and":[21,91,109,113,138,168,172,185,192],"several":[22],"users,":[23],"each":[24],"requesting":[25],"stream":[28],"with":[29,198],"different":[31,199],"resolution.":[32],"The":[33,98],"main":[34],"objective":[35],"is":[36],"to":[37,69,85],"optimize":[38],"long-term":[40],"average":[41],"quality":[42],"of":[43,59,125,161,178,194],"experience":[44],"(QoE)":[45],"for":[46,123,134],"all":[47],"users.":[48],"We":[49,128,156,187],"tackle":[50],"by":[53,117],"considering":[54],"physical":[56],"layer":[57],"characteristics":[58],"mmWave":[61],"network,":[62],"including":[63],"beam":[65,88,120],"alignment":[66,89,121],"overhead":[67,90,108,122],"due":[68],"pencil-beams.":[70],"To":[71],"develop":[72],"an":[73],"efficient":[74],"policy,":[76],"leverage":[78],"contextual":[80],"multi-armed":[81],"bandit":[82],"(MAB)":[83],"models":[84],"propose":[86],"buffer":[92,111],"predictive":[93],"solution,":[95],"dubbed":[96],"B2P-Stream.":[97],"proposed":[99,136,151],"B2P-Stream":[100,163,196],"algorithm":[101,197],"optimally":[102],"balances":[103],"trade-off":[105],"between":[106],"users\u2019":[110],"levels,":[112],"improves":[114],"QoE":[116,184],"reducing":[118],"users":[124],"higher":[126],"resolutions.":[127],"also":[129,188],"provide":[130,157],"theoretical":[132],"guarantee":[133],"our":[135,150],"method":[137],"prove":[139],"that":[140,174],"it":[141,175],"guarantees":[142],"sub-linear":[144],"regret":[145],"bound.":[146],"Finally,":[147],"examine":[149],"framework":[152],"through":[153],"extensive":[154],"simulations.":[155],"detailed":[159],"comparison":[160],"against":[164],"uniformly":[166],"random":[167],"Round-robin":[169],"(RR)":[170],"policies":[171],"show":[173],"outperforms":[176],"both":[177],"them":[179],"providing":[181],"better":[183],"fairness.":[186],"analyze":[189],"scalability":[191],"robustness":[193],"network":[200],"configurations.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-02-07T06:11:34.122080","created_date":"2025-10-10T00:00:00"}
