{"id":"https://openalex.org/W4210530952","doi":"https://doi.org/10.1109/globecom46510.2021.9685178","title":"A Reinforcement Learning-Based Admission Control Strategy for Elastic Network Slices","display_name":"A Reinforcement Learning-Based Admission Control Strategy for Elastic Network Slices","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4210530952","doi":"https://doi.org/10.1109/globecom46510.2021.9685178"},"language":"en","primary_location":{"id":"doi:10.1109/globecom46510.2021.9685178","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom46510.2021.9685178","pdf_url":null,"source":{"id":"https://openalex.org/S4363607714","display_name":"2021 IEEE Global Communications Conference (GLOBECOM)","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":"2021 IEEE Global Communications Conference (GLOBECOM)","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/A5080486797","display_name":"Zhouxiang Wu","orcid":"https://orcid.org/0000-0002-4005-9205"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhouxiang Wu","raw_affiliation_strings":["The University of Texas at Dallas,Department of Computer Science,Richardson,Texas,USA,75080"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas,Department of Computer Science,Richardson,Texas,USA,75080","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018323644","display_name":"Genya Ishigaki","orcid":"https://orcid.org/0000-0003-3655-7532"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Genya Ishigaki","raw_affiliation_strings":["The University of Texas at Dallas,Department of Computer Science,Richardson,Texas,USA,75080"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas,Department of Computer Science,Richardson,Texas,USA,75080","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043424178","display_name":"Riti Gour","orcid":"https://orcid.org/0000-0001-5337-8021"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Riti Gour","raw_affiliation_strings":["The University of Texas at Dallas,Department of Computer Science,Richardson,Texas,USA,75080"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas,Department of Computer Science,Richardson,Texas,USA,75080","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002482844","display_name":"Jason P. Jue","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason P. Jue","raw_affiliation_strings":["The University of Texas at Dallas,Department of Computer Science,Richardson,Texas,USA,75080"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas,Department of Computer Science,Richardson,Texas,USA,75080","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162577319"],"apc_list":null,"apc_paid":null,"fwci":2.1644,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88886139,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"06"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998999834060669,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998999834060669,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9977999925613403,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.803426206111908},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7976083755493164},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5611450672149658},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.526689887046814},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.5252993702888489},{"id":"https://openalex.org/keywords/spare-part","display_name":"Spare part","score":0.5239418148994446},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.42175090312957764},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4166974425315857},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3916299641132355},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38227230310440063},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3430693745613098},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0930311381816864}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.803426206111908},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7976083755493164},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5611450672149658},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.526689887046814},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.5252993702888489},{"id":"https://openalex.org/C194648553","wikidata":"https://www.wikidata.org/wiki/Q1364774","display_name":"Spare part","level":2,"score":0.5239418148994446},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.42175090312957764},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4166974425315857},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3916299641132355},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38227230310440063},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3430693745613098},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0930311381816864},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom46510.2021.9685178","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom46510.2021.9685178","pdf_url":null,"source":{"id":"https://openalex.org/S4363607714","display_name":"2021 IEEE Global Communications Conference (GLOBECOM)","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":"2021 IEEE Global Communications Conference (GLOBECOM)","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":9,"referenced_works":["https://openalex.org/W1513873506","https://openalex.org/W1924770834","https://openalex.org/W2067453331","https://openalex.org/W2157331557","https://openalex.org/W2612759037","https://openalex.org/W2736601468","https://openalex.org/W3001402560","https://openalex.org/W6640212811","https://openalex.org/W6741002519"],"related_works":["https://openalex.org/W2376859990","https://openalex.org/W2912704652","https://openalex.org/W2381161177","https://openalex.org/W2319226115","https://openalex.org/W830772239","https://openalex.org/W2970750595","https://openalex.org/W2366601680","https://openalex.org/W1977203126","https://openalex.org/W2187606256","https://openalex.org/W2275988210"],"abstract_inverted_index":{"This":[0,68],"paper":[1],"addresses":[2],"the":[3,84,107,123,128,131],"problem":[4],"of":[5,86,103],"admission":[6],"control":[7,58],"for":[8,60],"elastic":[9,35,61],"network":[10],"slices":[11,36],"that":[12],"may":[13],"dynamically":[14,38],"adjust":[15],"provisioned":[16],"bandwidth":[17,41],"levels":[18],"over":[19],"time.":[20],"When":[21],"admitting":[22],"new":[23],"slice":[24,62,66],"requests,":[25],"sufficient":[26],"spare":[27],"capacity":[28],"must":[29],"be":[30,91],"reserved":[31],"to":[32,37,54,78,83,105,110,121],"allow":[33],"existing":[34],"increase":[39],"their":[40],"allocation":[42],"when":[43],"needed.":[44],"We":[45,95],"demonstrate":[46],"a":[47,99,117],"lightweight":[48],"deep":[49],"Reinforcement":[50],"Learning":[51],"(RL)":[52],"model":[53,69,108,133],"intelligently":[55],"make":[56],"ad-mission":[57],"decisions":[59],"requests":[63],"and":[64,73,109,126],"inelastic":[65],"requests.":[67],"achieves":[70],"higher":[71,74],"revenue":[72],"acceptance":[75],"rates":[76],"compared":[77],"traditional":[79],"heuristic":[80],"methods.":[81],"Due":[82],"lightness":[85],"this":[87],"model,":[88],"it":[89],"can":[90,96],"deployed":[92],"without":[93],"GPUs.":[94],"also":[97],"use":[98],"relatively":[100],"small":[101],"amount":[102],"data":[104],"train":[106,127],"achieve":[111],"stable":[112],"performance.":[113],"Also,":[114],"we":[115],"introduce":[116],"Recurrent":[118],"Neural":[119],"Network":[120],"encode":[122],"variable-size":[124],"environment":[125],"encoder":[129],"with":[130],"RL":[132],"together.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
