{"id":"https://openalex.org/W3210420200","doi":"https://doi.org/10.1109/tmc.2021.3123794","title":"Orchestrating Energy-Efficient vRANs: Bayesian Learning and Experimental Results","display_name":"Orchestrating Energy-Efficient vRANs: Bayesian Learning and Experimental Results","publication_year":2021,"publication_date":"2021-10-29","ids":{"openalex":"https://openalex.org/W3210420200","doi":"https://doi.org/10.1109/tmc.2021.3123794","mag":"3210420200"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2021.3123794","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmc.2021.3123794","pdf_url":"https://ieeexplore.ieee.org/ielx7/7755/4358975/09594669.pdf","source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/7755/4358975/09594669.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018392822","display_name":"Jose A. Ayala\u2010Romero","orcid":"https://orcid.org/0000-0001-7402-3174"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]},{"id":"https://openalex.org/I4210130845","display_name":"i2CAT","ror":"https://ror.org/02rkks755","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210130845","https://openalex.org/I4387153040"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["ES","IE","NL"],"is_corresponding":true,"raw_author_name":"Jose A. Ayala-Romero","raw_affiliation_strings":["Trinity College, D02 Dublin, Ireland","Delft University of Technology","NEC Labs Europe, i2CAT"],"affiliations":[{"raw_affiliation_string":"Trinity College, D02 Dublin, Ireland","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"Delft University of Technology","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"NEC Labs Europe, i2CAT","institution_ids":["https://openalex.org/I4210130845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073770360","display_name":"Andr\u00e9s Garc\u00eda\u2010Saavedra","orcid":"https://orcid.org/0000-0003-2005-2222"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andres Garcia-Saavedra","raw_affiliation_strings":["NEC Labs Europe, Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"NEC Labs Europe, Heidelberg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086187463","display_name":"Xavier Costa\u2010P\u00e9rez","orcid":"https://orcid.org/0000-0002-9654-6109"},"institutions":[{"id":"https://openalex.org/I11932220","display_name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats","ror":"https://ror.org/0371hy230","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I11932220"]},{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]},{"id":"https://openalex.org/I4210130845","display_name":"i2CAT","ror":"https://ror.org/02rkks755","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210130845","https://openalex.org/I4387153040"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["ES","IE","NL"],"is_corresponding":false,"raw_author_name":"Xavier Costa-Perez","raw_affiliation_strings":["i2CAT, ICREA, NEC Labs Europe, Barcelona, Spain","Trinity College Dublin","Delft University of Technology"],"affiliations":[{"raw_affiliation_string":"i2CAT, ICREA, NEC Labs Europe, Barcelona, Spain","institution_ids":["https://openalex.org/I4210130845","https://openalex.org/I11932220"]},{"raw_affiliation_string":"Trinity College Dublin","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"Delft University of Technology","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044138533","display_name":"George Iosifidis","orcid":"https://orcid.org/0000-0003-1001-2323"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]},{"id":"https://openalex.org/I4210130845","display_name":"i2CAT","ror":"https://ror.org/02rkks755","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210130845","https://openalex.org/I4387153040"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["ES","IE","NL"],"is_corresponding":false,"raw_author_name":"George Iosifidis","raw_affiliation_strings":["Delft University of Technology, Delft, CD, The Netherlands","Trinity College Dublin","NEC Labs Europe, i2CAT"],"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Trinity College Dublin","institution_ids":["https://openalex.org/I205274468"]},{"raw_affiliation_string":"NEC Labs Europe, i2CAT","institution_ids":["https://openalex.org/I4210130845"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018392822"],"corresponding_institution_ids":["https://openalex.org/I205274468","https://openalex.org/I4210130845","https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":1.5242,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.8275169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"22","issue":"5","first_page":"2910","last_page":"2924"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9988999962806702,"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/T11478","display_name":"Caching and Content Delivery","score":0.9961000084877014,"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/computer-science","display_name":"Computer science","score":0.8430396318435669},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.841765284538269},{"id":"https://openalex.org/keywords/bespoke","display_name":"Bespoke","score":0.7387655377388},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7296932339668274},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.6978782415390015},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6399096250534058},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.598463237285614},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5607286095619202},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5051057934761047},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4064834713935852},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40473031997680664},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39189812541007996},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2778393030166626}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8430396318435669},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.841765284538269},{"id":"https://openalex.org/C44210515","wikidata":"https://www.wikidata.org/wiki/Q16968978","display_name":"Bespoke","level":2,"score":0.7387655377388},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7296932339668274},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.6978782415390015},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6399096250534058},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.598463237285614},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5607286095619202},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5051057934761047},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4064834713935852},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40473031997680664},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39189812541007996},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2778393030166626},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tmc.2021.3123794","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmc.2021.3123794","pdf_url":"https://ieeexplore.ieee.org/ielx7/7755/4358975/09594669.pdf","source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:e-archivo.uc3m.es:10016/34177","is_oa":true,"landing_page_url":"http://hdl.handle.net/10016/34177","pdf_url":"https://e-archivo.uc3m.es/bitstreams/528ff216-2ed6-4ed9-b1fb-d5deea804878/download","source":{"id":"https://openalex.org/S4306400817","display_name":"e-Archivo (Carlos III University of Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I50357001","host_organization_name":"Universidad Carlos III de Madrid","host_organization_lineage":["https://openalex.org/I50357001"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:tudelft.nl:uuid:4cb782fd-7700-458a-a2f5-93a6e273a9bc","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:4cb782fd-7700-458a-a2f5-93a6e273a9bc","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1109/tmc.2021.3123794","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmc.2021.3123794","pdf_url":"https://ieeexplore.ieee.org/ielx7/7755/4358975/09594669.pdf","source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[{"id":"https://openalex.org/G2406092791","display_name":null,"funder_award_id":"101017109","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4400296479","display_name":null,"funder_award_id":"856709","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5658388395","display_name":null,"funder_award_id":"CERCA","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G6134979568","display_name":null,"funder_award_id":"CERCA Programme/","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G7092409814","display_name":null,"funder_award_id":"10101710","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8051717526","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320315803","display_name":"Centres de Recerca de Catalunya","ror":null},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321505","display_name":"Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3210420200.pdf","grobid_xml":"https://content.openalex.org/works/W3210420200.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W824892955","https://openalex.org/W1557654162","https://openalex.org/W1960932928","https://openalex.org/W2039089261","https://openalex.org/W2060947387","https://openalex.org/W2061023771","https://openalex.org/W2061753713","https://openalex.org/W2068073897","https://openalex.org/W2092475564","https://openalex.org/W2112170521","https://openalex.org/W2112420033","https://openalex.org/W2113287512","https://openalex.org/W2117561707","https://openalex.org/W2137001001","https://openalex.org/W2137898377","https://openalex.org/W2147524058","https://openalex.org/W2149774779","https://openalex.org/W2192203593","https://openalex.org/W2194020865","https://openalex.org/W2287724167","https://openalex.org/W2599106590","https://openalex.org/W2788005034","https://openalex.org/W2792865381","https://openalex.org/W2794289324","https://openalex.org/W2804190906","https://openalex.org/W2885566482","https://openalex.org/W2896528274","https://openalex.org/W2897915046","https://openalex.org/W2908014921","https://openalex.org/W2912755852","https://openalex.org/W2918263392","https://openalex.org/W2919034928","https://openalex.org/W2920988370","https://openalex.org/W2956517125","https://openalex.org/W2962691384","https://openalex.org/W2962883549","https://openalex.org/W2963257877","https://openalex.org/W2964847447","https://openalex.org/W2968782695","https://openalex.org/W2973229164","https://openalex.org/W2982493294","https://openalex.org/W2983454203","https://openalex.org/W3007488827","https://openalex.org/W3011023724","https://openalex.org/W3044531251","https://openalex.org/W3047208416","https://openalex.org/W3080563266","https://openalex.org/W3099630074","https://openalex.org/W3103150232","https://openalex.org/W3110408272","https://openalex.org/W3111924881","https://openalex.org/W3125531074","https://openalex.org/W3154037811","https://openalex.org/W3169600468","https://openalex.org/W3175352502","https://openalex.org/W4211049957","https://openalex.org/W4288086393","https://openalex.org/W6623222773","https://openalex.org/W6676817345","https://openalex.org/W6677764299","https://openalex.org/W6677959772","https://openalex.org/W6681319197","https://openalex.org/W6735916004","https://openalex.org/W6752250221","https://openalex.org/W6764988152"],"related_works":["https://openalex.org/W2181465263","https://openalex.org/W3093969907","https://openalex.org/W3202725889","https://openalex.org/W2232750048","https://openalex.org/W2212726445","https://openalex.org/W4244794230","https://openalex.org/W4389712339","https://openalex.org/W2806540758","https://openalex.org/W2494533090","https://openalex.org/W3082526343"],"abstract_inverted_index":{"Virtualized":[0],"base":[1],"stations":[2],"(vBS)":[3],"can":[4],"be":[5],"implemented":[6],"in":[7,42,59,164],"diverse":[8],"commodity":[9],"platforms":[10],"and":[11,19,49,70,95,111,114,153],"are":[12,138],"expected":[13],"to":[14,22,106],"bring":[15],"unprecedented":[16],"operational":[17],"flexibility":[18],"cost":[20,68],"efficiency":[21],"the":[23,65,91,108,159],"next":[24],"generation":[25],"of":[26,93,144,161],"cellular":[27],"networks.":[28],"However,":[29],"their":[30,36,47,50,76],"widespread":[31],"adoption":[32],"is":[33],"hampered":[34],"by":[35,81],"complex":[37],"configuration":[38],"options":[39],"that":[40,125,135],"affect":[41],"a":[43,60,86],"non-traditional":[44],"fashion":[45],"both":[46],"performance":[48,110,127],"power":[51,67,131],"consumption":[52],"requirements.":[53],"Following":[54],"an":[55,142,165],"in-depth":[56],"experimental":[57,166],"analysis":[58],"bespoke":[61],"testbed,":[62],"we":[63,84],"characterize":[64],"vBS":[66,109],"profile":[69],"reveal":[71],"previously":[72],"unknown":[73],"couplings":[74],"between":[75],"various":[77],"control":[78],"knobs.":[79],"Motivated":[80],"these":[82,162],"findings,":[83],"develop":[85],"Bayesian":[87],"learning":[88,105],"framework":[89],"for":[90],"orchestration":[92],"vBSs":[94],"design":[96],"two":[97],"novel":[98],"algorithms:":[99],"(i)":[100],"BP-vRAN,":[101],"which":[102,117],"employs":[103],"online":[104],"balance":[107],"energy":[112],"consumption,":[113],"(ii)":[115],"SBP-vRAN,":[116],"augments":[118],"our":[119,136],"optimization":[120],"approach":[121],"with":[122],"safe":[123],"controls":[124],"maximize":[126],"while":[128],"respecting":[129],"hard":[130],"constraints.":[132],"We":[133,157],"show":[134],"approaches":[137],"data-efficient,":[139],"i.e.,":[140],"converge":[141],"order":[143],"magnitude":[145],"faster":[146],"than":[147],"state-of-the-art":[148],"Deep":[149],"Reinforcement":[150],"Learning":[151],"methods,":[152],"achieve":[154],"optimal":[155],"performance.":[156],"demonstrate":[158],"efficacy":[160],"solutions":[163],"prototype":[167],"using":[168],"real":[169],"traffic":[170],"traces.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
