{"id":"https://openalex.org/W4414987139","doi":"https://doi.org/10.1109/infocom55648.2025.11044545","title":"Data-driven Energy Optimization in Mobile Networks with User Experience Guarantees","display_name":"Data-driven Energy Optimization in Mobile Networks with User Experience Guarantees","publication_year":2025,"publication_date":"2025-05-19","ids":{"openalex":"https://openalex.org/W4414987139","doi":"https://doi.org/10.1109/infocom55648.2025.11044545"},"language":"en","primary_location":{"id":"doi:10.1109/infocom55648.2025.11044545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom55648.2025.11044545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2025 - IEEE Conference on Computer Communications","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/A5053435242","display_name":"Anh Duc Dang","orcid":"https://orcid.org/0000-0002-2380-2431"},"institutions":[{"id":"https://openalex.org/I4210121266","display_name":"Technicolor (France)","ror":"https://ror.org/02ya5n776","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210121266"]},{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["FR","SE"],"is_corresponding":true,"raw_author_name":"Anh-Khoa Dang","raw_affiliation_strings":["Ericsson,Massy,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson,Massy,France","institution_ids":["https://openalex.org/I1306339040","https://openalex.org/I4210121266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061273994","display_name":"Hicham Khalif\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]},{"id":"https://openalex.org/I4210121266","display_name":"Technicolor (France)","ror":"https://ror.org/02ya5n776","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210121266"]}],"countries":["FR","SE"],"is_corresponding":false,"raw_author_name":"Hicham Khalif\u00e9","raw_affiliation_strings":["Ericsson,Massy,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson,Massy,France","institution_ids":["https://openalex.org/I1306339040","https://openalex.org/I4210121266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062008379","display_name":"Mathias Sintorn","orcid":null},"institutions":[{"id":"https://openalex.org/I1306339040","display_name":"Ericsson (Sweden)","ror":"https://ror.org/05a7rhx54","country_code":"SE","type":"company","lineage":["https://openalex.org/I1306339040"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mathias Sintorn","raw_affiliation_strings":["Ericsson,Kista,Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson,Kista,Sweden","institution_ids":["https://openalex.org/I1306339040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072306018","display_name":"St\u00e9phane Rovedakis","orcid":null},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"St\u00e9phane Rovedakis","raw_affiliation_strings":["Cnam,Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cnam,Paris,France","institution_ids":["https://openalex.org/I124158823"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025676566","display_name":"Stefano Secci","orcid":"https://orcid.org/0000-0002-6129-0676"},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Stefano Secci","raw_affiliation_strings":["Cnam,Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cnam,Paris,France","institution_ids":["https://openalex.org/I124158823"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5053435242"],"corresponding_institution_ids":["https://openalex.org/I1306339040","https://openalex.org/I4210121266"],"apc_list":null,"apc_paid":null,"fwci":0.6214,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74490379,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9930999875068665,"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/T12238","display_name":"Green IT and Sustainability","score":0.9930999875068665,"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/T12720","display_name":"Multimedia Communication and Technology","score":0.9560999870300293,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9381999969482422,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.5929999947547913},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.5202000141143799},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5044000148773193},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.4884999990463257},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.45410001277923584},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4514999985694885},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.41350001096725464}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6973999738693237},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5929999947547913},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.5202000141143799},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5044000148773193},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4884999990463257},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4860000014305115},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.45410001277923584},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4514999985694885},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44530001282691956},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.41350001096725464},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.36959999799728394},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.3695000112056732},{"id":"https://openalex.org/C2781327853","wikidata":"https://www.wikidata.org/wiki/Q3552547","display_name":"User equipment","level":3,"score":0.3384000062942505},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.33739998936653137},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.28040000796318054},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.26899999380111694},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.2667999863624573},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.2578999996185303},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2531000077724457}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/infocom55648.2025.11044545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom55648.2025.11044545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2025 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05040259v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05040259","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE INFOCOM 2025 - IEEE Conference on Computer Communications, May 2025, London, United Kingdom. ⟨10.1109/INFOCOM55648.2025.11044545⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,47],"model":[4,18,52],"carrier":[5],"shutdown":[6],"in":[7,31,80,100],"multi-carrier":[8],"mobile":[9,102],"networks":[10,103],"as":[11],"a":[12,37,93],"deep":[13],"reinforcement":[14],"learning":[15],"problem.":[16],"Our":[17,57],"takes":[19],"energy-saving":[20],"actions":[21],"by":[22,83],"turning":[23],"off":[24],"carriers":[25],"and":[26,44,49,77],"reallocating":[27],"their":[28],"users":[29],"while":[30],"addition":[32],"to":[33],"maintaining":[34],"connectivity":[35],"guarantees":[36],"novel":[38],"user":[39,70],"experience":[40,71],"metric.":[41],"Leveraging":[42],"real":[43,101],"recent":[45],"datasets,":[46],"train":[48],"evaluate":[50],"our":[51,88],"over":[53],"realistic":[54],"network":[55],"scenarios.":[56],"results":[58],"show":[59],"more":[60],"than":[61],"15%":[62],"energy":[63],"saving":[64],"with":[65],"the":[66,69,81],"fulfillment":[67],"of":[68],"constraints,":[72],"outperforming":[73],"currently":[74],"deployed":[75],"solutions":[76],"researched":[78],"approaches":[79],"literature":[82],"almost":[84],"50%.":[85],"More":[86],"interestingly":[87],"approach":[89],"exhibits":[90],"generalization":[91],"properties,":[92],"very":[94],"promising":[95],"characteristic":[96],"for":[97],"its":[98],"adoption":[99],"deployment.":[104]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}