{"id":"https://openalex.org/W4400188334","doi":"https://doi.org/10.1109/access.2024.3421633","title":"Exploring Potential of ML-Aided Mobile Traffic Prediction for Energy-Efficient Optimization of Network Resources Using Real World Dataset","display_name":"Exploring Potential of ML-Aided Mobile Traffic Prediction for Energy-Efficient Optimization of Network Resources Using Real World Dataset","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400188334","doi":"https://doi.org/10.1109/access.2024.3421633"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3421633","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3421633","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3421633","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087751806","display_name":"Aneta Kolackova","orcid":"https://orcid.org/0000-0001-7491-1462"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Aneta Kolackova","raw_affiliation_strings":["Department of Telecommunications, Brno University of Technology, Brno, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0001-7491-1462","affiliations":[{"raw_affiliation_string":"Department of Telecommunications, Brno University of Technology, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048403349","display_name":"Salih Sevgican","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salih Sevgican","raw_affiliation_strings":["Department of Computer Engineering, NETLAB, Bo&#x01E7;azi&#x00E7;i University, Istanbul, Turkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, NETLAB, Bo&#x01E7;azi&#x00E7;i University, Istanbul, Turkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099777227","display_name":"Muhammet Fatih Ulu","orcid":"https://orcid.org/0009-0008-7331-3741"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhammet Fatih Ulu","raw_affiliation_strings":["Department of Computer Engineering, NETLAB, Bo&#x01E7;azi&#x00E7;i University, Istanbul, Turkiye"],"raw_orcid":"https://orcid.org/0009-0008-7331-3741","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, NETLAB, Bo&#x01E7;azi&#x00E7;i University, Istanbul, Turkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099777228","display_name":"Jale Sadreddini","orcid":null},"institutions":[{"id":"https://openalex.org/I50627504","display_name":"Istanbul Arel University","ror":"https://ror.org/03natay60","country_code":"TR","type":"education","lineage":["https://openalex.org/I50627504"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Jale Sadreddini","raw_affiliation_strings":["Department of Computer Engineering, Istanbul Arel University, Istanbul, Turkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Arel University, Istanbul, Turkiye","institution_ids":["https://openalex.org/I50627504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090301150","display_name":"Pavel Ma\u0161ek","orcid":"https://orcid.org/0000-0003-2976-6547"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Pavel Masek","raw_affiliation_strings":["Department of Telecommunications, Brno University of Technology, Brno, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0003-2976-6547","affiliations":[{"raw_affiliation_string":"Department of Telecommunications, Brno University of Technology, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031786887","display_name":"Ji\u0159\u00ed Ho\u0161ek","orcid":"https://orcid.org/0000-0002-8382-9185"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]},{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ","FI"],"is_corresponding":false,"raw_author_name":"Jiri Hosek","raw_affiliation_strings":["Department of Telecommunications, Brno University of Technology, Brno, Czech Republic","Unit of Electrical Engineering, Tampere University, Tampere, Finland"],"raw_orcid":"https://orcid.org/0000-0002-8382-9185","affiliations":[{"raw_affiliation_string":"Department of Telecommunications, Brno University of Technology, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]},{"raw_affiliation_string":"Unit of Electrical Engineering, Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014988055","display_name":"Jan Je\u0159\u00e1bek","orcid":"https://orcid.org/0000-0001-9487-5024"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Jerabek","raw_affiliation_strings":["Department of Telecommunications, Brno University of Technology, Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunications, Brno University of Technology, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010245978","display_name":"Tuna Tu\u011fcu","orcid":"https://orcid.org/0000-0002-1332-3920"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tuna Tugcu","raw_affiliation_strings":["Department of Computer Engineering, NETLAB, Bo&#x01E7;azi&#x00E7;i University, Istanbul, Turkiye"],"raw_orcid":"https://orcid.org/0000-0002-1332-3920","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, NETLAB, Bo&#x01E7;azi&#x00E7;i University, Istanbul, Turkiye","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3712,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58394565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"12","issue":null,"first_page":"93606","last_page":"93622"},"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":0.9980000257492065,"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/T12238","display_name":"Green IT and Sustainability","score":0.9970999956130981,"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":0.7964216470718384},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5940711498260498},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5808461904525757},{"id":"https://openalex.org/keywords/sleep-mode","display_name":"Sleep mode","score":0.5423683524131775},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5144734382629395},{"id":"https://openalex.org/keywords/radio-access-network","display_name":"Radio access network","score":0.44397708773612976},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4273820221424103},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.41961660981178284},{"id":"https://openalex.org/keywords/cellular-traffic","display_name":"Cellular traffic","score":0.4176984429359436},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41447964310646057},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39111748337745667},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35461726784706116},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.17442402243614197},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.16627484560012817},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10373646020889282},{"id":"https://openalex.org/keywords/mobile-station","display_name":"Mobile station","score":0.09876120090484619}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7964216470718384},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5940711498260498},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5808461904525757},{"id":"https://openalex.org/C57149124","wikidata":"https://www.wikidata.org/wiki/Q587346","display_name":"Sleep mode","level":4,"score":0.5423683524131775},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5144734382629395},{"id":"https://openalex.org/C106365562","wikidata":"https://www.wikidata.org/wiki/Q3078360","display_name":"Radio access network","level":4,"score":0.44397708773612976},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4273820221424103},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.41961660981178284},{"id":"https://openalex.org/C133972139","wikidata":"https://www.wikidata.org/wiki/Q5058371","display_name":"Cellular traffic","level":3,"score":0.4176984429359436},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41447964310646057},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39111748337745667},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35461726784706116},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.17442402243614197},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.16627484560012817},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10373646020889282},{"id":"https://openalex.org/C207029474","wikidata":"https://www.wikidata.org/wiki/Q384018","display_name":"Mobile station","level":3,"score":0.09876120090484619},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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":5,"locations":[{"id":"doi:10.1109/access.2024.3421633","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3421633","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:https://dspace.vut.cz:11012/249918","is_oa":true,"landing_page_url":"https://hdl.handle.net/11012/249918","pdf_url":"https://dspace.vut.cz/bitstreams/d842031d-a731-4da3-aed0-0c1d45b43a9a/download","source":{"id":"https://openalex.org/S4306400317","display_name":"Brno University of Technology Digital Library (Brno University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60587646","host_organization_name":"Brno University of Technology","host_organization_lineage":["https://openalex.org/I60587646"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publishedVersion"},{"id":"pmh:oai:doaj.org/article:9572d89b20db437a93cbb0b57b2261fc","is_oa":true,"landing_page_url":"https://doaj.org/article/9572d89b20db437a93cbb0b57b2261fc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 93606-93622 (2024)","raw_type":"article"},{"id":"pmh:oai:dspace.vut.cz:11012/249918","is_oa":true,"landing_page_url":"http://hdl.handle.net/11012/249918","pdf_url":null,"source":{"id":"https://openalex.org/S4306400317","display_name":"Brno University of Technology Digital Library (Brno University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60587646","host_organization_name":"Brno University of Technology","host_organization_lineage":["https://openalex.org/I60587646"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publishedVersion"},{"id":"pmh:oai:trepo.tuni.fi:10024/211700","is_oa":true,"landing_page_url":"https://trepo.tuni.fi/handle/10024/211700","pdf_url":null,"source":{"id":"https://openalex.org/S7407055260","display_name":"Trepo - Institutional Repository of Tampere University","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":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3421633","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3421633","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1991898587","https://openalex.org/W2064675550","https://openalex.org/W2507861161","https://openalex.org/W2512788786","https://openalex.org/W2747599906","https://openalex.org/W2771644755","https://openalex.org/W2783712728","https://openalex.org/W2842308618","https://openalex.org/W2887051675","https://openalex.org/W2902753153","https://openalex.org/W2903500163","https://openalex.org/W2910695186","https://openalex.org/W2964199361","https://openalex.org/W3023421339","https://openalex.org/W3042792180","https://openalex.org/W3092492026","https://openalex.org/W3094095042","https://openalex.org/W3112680140","https://openalex.org/W3112718690","https://openalex.org/W3213336033","https://openalex.org/W4312357424","https://openalex.org/W4312379221"],"related_works":["https://openalex.org/W2029232111","https://openalex.org/W2039858536","https://openalex.org/W2159422359","https://openalex.org/W2762817092","https://openalex.org/W2276501992","https://openalex.org/W2335680976","https://openalex.org/W2294196761","https://openalex.org/W2141929741","https://openalex.org/W2774283532","https://openalex.org/W2152560098"],"abstract_inverted_index":{"To":[0,22],"meet":[1],"the":[2,39,45,57,96,100,105,111,115,127,131,137,145,148,170,189,204],"extremely":[3],"stringent":[4],"but":[5],"diverse":[6],"requirements":[7,113],"of":[8,16,41,56,124,163,195],"Beyond":[9],"Fifth-Generation":[10],"(B5G)":[11],"networks,":[12],"traffic-aware":[13],"adaptive":[14],"utilization":[15],"network":[17,35,78,215],"resources":[18],"is":[19],"becoming":[20],"essential.":[21],"cope":[23],"with":[24,84],"that,":[25],"a":[26,53,70,85,198],"detailed":[27],"traffic":[28,79,142,181],"data":[29,60,97,106],"analysis":[30,55,135,186],"enables":[31],"opportunities":[32],"for":[33,174,220],"mobile":[34,47,165,225],"operators":[36],"to":[37,88,130,154,187,209,231],"improve":[38],"Quality":[40],"Service":[42],"(QoS)":[43],"in":[44,122,197,223],"next-generation":[46,164],"communication":[48,226],"systems.":[49],"This":[50],"paper":[51],"presents":[52],"comprehensive":[54],"real":[58],"world":[59],"collected":[61],"from":[62,206],"an":[63,102],"operator\u2019s":[64],"4G+":[65],"and":[66,114,147,183,214],"5G":[67],"infrastructure":[68],"during":[69,99,144,234],"seven-month":[71],"campaign.":[72],"Efficient":[73],"Machine":[74],"Learning":[75],"(ML)":[76],"based":[77],"predictions":[80,208],"are":[81,141],"presented":[82],"together":[83],"statistical":[86],"model":[87],"develop":[89],"optimal":[90],"resource":[91,160],"allocation":[92,161],"strategies":[93],"by":[94,228],"using":[95],"gathered":[98],"pandemic,":[101],"era":[103],"when":[104],"volume,":[107],"as":[108,110],"well":[109],"bandwidth":[112],"end":[116],"users\u2019":[117],"expectations,":[118],"were":[119],"significantly":[120],"elevated":[121],"terms":[123],"QoS,":[125],"given":[126],"huge":[128],"shift":[129],"online":[132],"world.":[133],"Data":[134],"confirmed":[136],"assumption":[138],"that":[139],"there":[140],"changes":[143],"day":[146],"whole":[149],"week,":[150],"which":[151,179],"helped":[152],"us":[153],"find":[155],"new":[156],"research":[157],"directions":[158],"regarding":[159],"optimization":[162],"networks.":[166],"Furthermore,":[167],"we":[168],"introduce":[169],"Predictive":[171],"Energy":[172],"Saver":[173],"Baseband":[175],"Units":[176],"(PESBiU)":[177],"algorithm,":[178],"utilizes":[180,203],"prediction":[182],"power":[184,190,240],"consumption":[185],"manage":[188],"states":[191],"(sleep":[192],"or":[193],"active)":[194],"BBUs":[196,230],"network.":[199],"The":[200],"PESBiU":[201],"algorithm":[202],"results":[205],"ML":[207],"effectively":[210],"balance":[211],"energy":[212],"efficiency":[213],"performance,":[216],"demonstrating":[217],"its":[218],"potential":[219],"practical":[221],"deployment":[222],"future":[224],"networks":[227],"transitioning":[229],"sleep":[232],"mode":[233],"low-traffic":[235],"periods,":[236],"thereby":[237],"achieving":[238],"significant":[239],"savings.":[241]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
