{"id":"https://openalex.org/W2976928080","doi":"https://doi.org/10.1109/infcomw.2019.8845250","title":"Neural Networks for Cellular Base Station Switching","display_name":"Neural Networks for Cellular Base Station Switching","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2976928080","doi":"https://doi.org/10.1109/infcomw.2019.8845250","mag":"2976928080"},"language":"en","primary_location":{"id":"doi:10.1109/infcomw.2019.8845250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcomw.2019.8845250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","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/A5066392103","display_name":"Igor Donevski","orcid":"https://orcid.org/0000-0002-3935-6376"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Igor Donevski","raw_affiliation_strings":["Politecnico di Torino, Italy","Electronics and Telecommunications Department, Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Electronics and Telecommunications Department, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030052724","display_name":"Greta Vallero","orcid":"https://orcid.org/0000-0002-6420-231X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Greta Vallero","raw_affiliation_strings":["Politecnico di Torino, Italy","Electronics and Telecommunications Department, Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Electronics and Telecommunications Department, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033827359","display_name":"Marco Ajmone Marsan","orcid":"https://orcid.org/0000-0002-9560-7053"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]},{"id":"https://openalex.org/I2802499160","display_name":"IMDEA Networks","ror":"https://ror.org/04mm9fg30","country_code":"ES","type":"facility","lineage":["https://openalex.org/I105140100","https://openalex.org/I2802499160"]}],"countries":["ES","IT"],"is_corresponding":false,"raw_author_name":"Marco Ajmone Marsan","raw_affiliation_strings":["IMDEA Networks Institute, Spain","Electronics and Telecommunications Department, Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"IMDEA Networks Institute, Spain","institution_ids":["https://openalex.org/I2802499160"]},{"raw_affiliation_string":"Electronics and Telecommunications Department, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066392103"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":2.3846,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.8927741,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"738","last_page":"743"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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/T12146","display_name":"Power Line Communications and Noise","score":0.9991000294685364,"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":0.9986000061035156,"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":0.7774284482002258},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.7658541202545166},{"id":"https://openalex.org/keywords/sleep-mode","display_name":"Sleep mode","score":0.6873325109481812},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6627774834632874},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5802686214447021},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.5369853973388672},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5028778910636902},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4725266098976135},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.44508713483810425},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.44100263714790344},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4280746281147003},{"id":"https://openalex.org/keywords/cellular-traffic","display_name":"Cellular traffic","score":0.42254698276519775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.247820645570755},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1633864939212799},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.14471036195755005},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.1267019510269165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7774284482002258},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.7658541202545166},{"id":"https://openalex.org/C57149124","wikidata":"https://www.wikidata.org/wiki/Q587346","display_name":"Sleep mode","level":4,"score":0.6873325109481812},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6627774834632874},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5802686214447021},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.5369853973388672},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5028778910636902},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4725266098976135},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.44508713483810425},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.44100263714790344},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4280746281147003},{"id":"https://openalex.org/C133972139","wikidata":"https://www.wikidata.org/wiki/Q5058371","display_name":"Cellular traffic","level":3,"score":0.42254698276519775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.247820645570755},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1633864939212799},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.14471036195755005},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.1267019510269165},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infcomw.2019.8845250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcomw.2019.8845250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W799295390","https://openalex.org/W2039922737","https://openalex.org/W2095705004","https://openalex.org/W2116048577","https://openalex.org/W2125986229","https://openalex.org/W2129733867","https://openalex.org/W2160998689","https://openalex.org/W2169741605","https://openalex.org/W2512788786","https://openalex.org/W2612670613","https://openalex.org/W2792713386","https://openalex.org/W2916402016","https://openalex.org/W3100082866","https://openalex.org/W6674330103"],"related_works":["https://openalex.org/W2961666871","https://openalex.org/W2036198858","https://openalex.org/W2559589777","https://openalex.org/W2030588171","https://openalex.org/W3209237170","https://openalex.org/W2057306046","https://openalex.org/W4384067648","https://openalex.org/W4309156054","https://openalex.org/W1980566518","https://openalex.org/W2787461692"],"abstract_inverted_index":{"The":[0,46,125,143],"adoption":[1],"of":[2,10,18,22,31,36,48,63,78,89,140,190,193],"base":[3,32,54,98],"station":[4],"sleep":[5],"modes":[6,27],"is":[7],"considered":[8],"one":[9,106,153],"the":[11,16,19,29,49,64,68,76,87,90,114,137,166,176],"most":[12],"effective":[13],"approaches":[14,157,178],"for":[15,82,86],"reduction":[17],"energy":[20,196],"consumption":[21],"radio":[23],"access":[24],"networks.":[25],"Sleep":[26],"allow":[28],"switch-off":[30],"stations":[33,55],"in":[34,67,188],"periods":[35],"low":[37],"traffic,":[38],"and":[39,57,85,96,109,133,149,170,195],"their":[40],"successive":[41],"switch-on":[42],"when":[43,92],"traffic":[44,65,83,130,147,181],"increases.":[45],"selection":[47,88],"appropriate":[50],"instants":[51,91],"to":[52,93],"switch":[53,94],"on":[56,97,165,179],"off":[58,95],"requires":[59],"an":[60],"accurate":[61],"prediction":[62,84],"loads":[66],"near":[69],"future.":[70],"In":[71],"this":[72,135],"paper":[73],"we":[74,158,183],"explore":[75],"performance":[77,187],"machine":[79,122],"learning":[80,123],"techniques":[81],"stations,":[99],"considering":[100],"a":[101],"heterogeneous":[102],"network":[103,162],"portion":[104],"comprising":[105],"macro":[107,115],"cell":[108,116],"six":[110],"small":[111],"cells":[112],"within":[113],"coverage.":[117],"We":[118],"experiment":[119],"with":[120],"two":[121,177],"approaches.":[124],"first":[126],"aims":[127],"at":[128,152],"short-term":[129],"load":[131],"estimation,":[132],"from":[134],"derives":[136],"best":[138],"combination":[139],"switching":[141,150],"decisions.":[142],"second":[144],"performs":[145],"both":[146,156,191],"estimation":[148],"optimization":[151],"time.":[154],"For":[155],"develop":[159],"artificial":[160],"neural":[161],"implementations":[163],"based":[164],"Dense":[167],"Neural":[168,172],"Network":[169,173],"Recurrent":[171],"paradigms.":[174],"Testing":[175],"real":[180],"data,":[182],"observe":[184],"very":[185],"good":[186],"terms":[189],"quality":[192],"service":[194],"saving.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}