{"id":"https://openalex.org/W4416119803","doi":"https://doi.org/10.1007/s10586-025-05802-2","title":"Improving energy efficiency and scalable computing in Federated Learning","display_name":"Improving energy efficiency and scalable computing in Federated Learning","publication_year":2025,"publication_date":"2025-11-11","ids":{"openalex":"https://openalex.org/W4416119803","doi":"https://doi.org/10.1007/s10586-025-05802-2"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-025-05802-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-025-05802-2","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-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":null,"display_name":"Alvina Shahid","orcid":null},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Alvina Shahid","raw_affiliation_strings":["College of Electrical and Mechanical Engineering, National University of Sciences and Technology (NUST), Islamabad, 44000, Pakistan"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Mechanical Engineering, National University of Sciences and Technology (NUST), Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101457839","display_name":"Jamil Ahmad","orcid":"https://orcid.org/0000-0001-8058-5480"},"institutions":[{"id":"https://openalex.org/I53831458","display_name":"Abasyn University","ror":"https://ror.org/05ws11813","country_code":"PK","type":"education","lineage":["https://openalex.org/I53831458"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Jamil Ahmad","raw_affiliation_strings":["Department of Computer Science, Abasyn University Islamabad Campus, Islamabad, 44000, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Abasyn University Islamabad Campus, Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I53831458"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024186686","display_name":"Imran Shafi","orcid":"https://orcid.org/0000-0002-7912-2101"},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Imran Shafi","raw_affiliation_strings":["College of Electrical and Mechanical Engineering, National University of Sciences and Technology (NUST), Islamabad, 44000, Pakistan"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Mechanical Engineering, National University of Sciences and Technology (NUST), Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102540330","display_name":"Maryam Arshad","orcid":null},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Muneeb Arshad","raw_affiliation_strings":["School of Interdisciplinary Engineering & Science, National University of Sciences and Technology (NUST), Islamabad, 44000, Pakistan"],"affiliations":[{"raw_affiliation_string":"School of Interdisciplinary Engineering & Science, National University of Sciences and Technology (NUST), Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006177886","display_name":"Tahir Khurshaid","orcid":"https://orcid.org/0000-0001-6113-123X"},"institutions":[{"id":"https://openalex.org/I55240360","display_name":"Yeungnam University","ror":"https://ror.org/05yc6p159","country_code":"KR","type":"education","lineage":["https://openalex.org/I55240360"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Tahir Khurshaid","raw_affiliation_strings":["Department of Electrical Engineering, Yeungnam University, Gyeongsan, 38541, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Yeungnam University, Gyeongsan, 38541, Republic of Korea","institution_ids":["https://openalex.org/I55240360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053810241","display_name":"Hafiz Muhammad Raza Ur Rehman","orcid":"https://orcid.org/0000-0003-2230-6927"},"institutions":[{"id":"https://openalex.org/I55240360","display_name":"Yeungnam University","ror":"https://ror.org/05yc6p159","country_code":"KR","type":"education","lineage":["https://openalex.org/I55240360"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hafiz Muhammad Raza ur Rehman","raw_affiliation_strings":["Department of Information and Communication Engineering, Yeungnam University, Gyeongsan, 38541, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Yeungnam University, Gyeongsan, 38541, Republic of Korea","institution_ids":["https://openalex.org/I55240360"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074629800","display_name":"Imran Ashraf","orcid":"https://orcid.org/0000-0002-8271-6496"},"institutions":[{"id":"https://openalex.org/I55240360","display_name":"Yeungnam University","ror":"https://ror.org/05yc6p159","country_code":"KR","type":"education","lineage":["https://openalex.org/I55240360"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Imran Ashraf","raw_affiliation_strings":["Department of Information and Communication Engineering, Yeungnam University, Gyeongsan, 38541, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Yeungnam University, Gyeongsan, 38541, Republic of Korea","institution_ids":["https://openalex.org/I55240360"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5006177886"],"corresponding_institution_ids":["https://openalex.org/I55240360"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17656036,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.6485999822616577,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.6485999822616577,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.10249999910593033,"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/T14347","display_name":"Big Data and Digital Economy","score":0.066600002348423,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.8659999966621399},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.7712000012397766},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6909000277519226},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6687999963760376},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.38199999928474426},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.35109999775886536},{"id":"https://openalex.org/keywords/open-research","display_name":"Open research","score":0.31290000677108765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.902400016784668},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8659999966621399},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.7712000012397766},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6909000277519226},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6687999963760376},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5407999753952026},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.38199999928474426},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.35109999775886536},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.31290000677108765},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.30660000443458557},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C520301825","wikidata":"https://www.wikidata.org/wiki/Q380170","display_name":"Energy conservation","level":2,"score":0.26820001006126404},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2612999975681305},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.25999999046325684},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.2542000114917755}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-025-05802-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-025-05802-2","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1914583973","https://openalex.org/W2076063813","https://openalex.org/W2088961263","https://openalex.org/W2090562769","https://openalex.org/W2104927807","https://openalex.org/W2106251007","https://openalex.org/W2106956101","https://openalex.org/W2118328848","https://openalex.org/W2276892413","https://openalex.org/W2314470091","https://openalex.org/W2491277010","https://openalex.org/W2606891064","https://openalex.org/W2736953746","https://openalex.org/W2740817166","https://openalex.org/W2902201297","https://openalex.org/W2903890850","https://openalex.org/W2912213068","https://openalex.org/W2918361313","https://openalex.org/W2963218670","https://openalex.org/W2977090839","https://openalex.org/W3006086117","https://openalex.org/W3014517104","https://openalex.org/W3021654819","https://openalex.org/W3034368386","https://openalex.org/W3035903835","https://openalex.org/W3042621011","https://openalex.org/W3043350800","https://openalex.org/W3043758338","https://openalex.org/W3151433357","https://openalex.org/W3151441665","https://openalex.org/W3156226702","https://openalex.org/W3156717451","https://openalex.org/W3162862084","https://openalex.org/W3165172487","https://openalex.org/W3181552969","https://openalex.org/W3195438473","https://openalex.org/W3203789000","https://openalex.org/W3209696639","https://openalex.org/W3215776046","https://openalex.org/W4210647952","https://openalex.org/W4232916392","https://openalex.org/W4291288469","https://openalex.org/W4293869292","https://openalex.org/W4294733424","https://openalex.org/W4306317035","https://openalex.org/W4308968707","https://openalex.org/W4309080560","https://openalex.org/W4312460868","https://openalex.org/W4318185111","https://openalex.org/W4319988680","https://openalex.org/W4321483947","https://openalex.org/W4323644302","https://openalex.org/W4327522797","https://openalex.org/W4366205468","https://openalex.org/W4376272451","https://openalex.org/W4379054292","https://openalex.org/W4382318985","https://openalex.org/W4385731932","https://openalex.org/W4386099004","https://openalex.org/W4386608426","https://openalex.org/W4387407806","https://openalex.org/W4389921335","https://openalex.org/W4390190717","https://openalex.org/W4391149425"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-11-11T00:00:00"}
