{"id":"https://openalex.org/W4392110122","doi":"https://doi.org/10.1186/s13677-024-00595-y","title":"Unified ensemble federated learning with cloud computing for online anomaly detection in energy-efficient wireless sensor networks","display_name":"Unified ensemble federated learning with cloud computing for online anomaly detection in energy-efficient wireless sensor networks","publication_year":2024,"publication_date":"2024-02-23","ids":{"openalex":"https://openalex.org/W4392110122","doi":"https://doi.org/10.1186/s13677-024-00595-y"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-024-00595-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-024-00595-y","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00595-y","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00595-y","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101767074","display_name":"S. Gayathri","orcid":null},"institutions":[{"id":"https://openalex.org/I43814544","display_name":"Sathyabama Institute of Science and Technology","ror":"https://ror.org/01defpn95","country_code":"IN","type":"education","lineage":["https://openalex.org/I43814544"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"S. Gayathri","raw_affiliation_strings":["Department of Computer Science and Engineering, Bannari Amman Institute of Technology, Sathyamangalam, Tamil Nadu, 638401, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Bannari Amman Institute of Technology, Sathyamangalam, Tamil Nadu, 638401, India","institution_ids":["https://openalex.org/I43814544"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007727177","display_name":"D. Surendran","orcid":null},"institutions":[{"id":"https://openalex.org/I65220239","display_name":"Karpagam Academy of Higher Education","ror":"https://ror.org/00ssvzv66","country_code":"IN","type":"education","lineage":["https://openalex.org/I65220239"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. Surendran","raw_affiliation_strings":["Department of Information Technology, Karpagam College of Engineering Othakkal Mandapam, Coimbatore, Tamil Nadu, 641032, India"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Karpagam College of Engineering Othakkal Mandapam, Coimbatore, Tamil Nadu, 641032, India","institution_ids":["https://openalex.org/I65220239"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101767074"],"corresponding_institution_ids":["https://openalex.org/I43814544"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":17.734,"has_fulltext":true,"cited_by_count":52,"citation_normalized_percentile":{"value":0.99507692,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"13","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9994000196456909,"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/T11498","display_name":"Security in Wireless Sensor Networks","score":0.9990000128746033,"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/T10400","display_name":"Network Security and Intrusion Detection","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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8214434385299683},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7916852235794067},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7226120233535767},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.45040541887283325},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4200289249420166},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.41804760694503784},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.30310434103012085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2655143141746521},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14166897535324097}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8214434385299683},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7916852235794067},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7226120233535767},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.45040541887283325},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4200289249420166},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.41804760694503784},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30310434103012085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2655143141746521},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14166897535324097}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-024-00595-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-024-00595-y","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00595-y","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d8c50873a2174537a4a6c0aa50ece3ee","is_oa":true,"landing_page_url":"https://doaj.org/article/d8c50873a2174537a4a6c0aa50ece3ee","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 13, Iss 1, Pp 1-21 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-024-00595-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-024-00595-y","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00595-y","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392110122.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1568838232","https://openalex.org/W1999840231","https://openalex.org/W2111184007","https://openalex.org/W2131684390","https://openalex.org/W2142960677","https://openalex.org/W2165116724","https://openalex.org/W2765644447","https://openalex.org/W2774444867","https://openalex.org/W2787607455","https://openalex.org/W2905654740","https://openalex.org/W2919650678","https://openalex.org/W3012412676","https://openalex.org/W3015258945","https://openalex.org/W3030330833","https://openalex.org/W3044515030","https://openalex.org/W3105324058","https://openalex.org/W3108027302","https://openalex.org/W3122385966","https://openalex.org/W3157680283","https://openalex.org/W3169046747","https://openalex.org/W3174249275","https://openalex.org/W3203824217","https://openalex.org/W4206057972","https://openalex.org/W4210960727","https://openalex.org/W4293083935","https://openalex.org/W4312924610","https://openalex.org/W4313270794","https://openalex.org/W4318620067","https://openalex.org/W4327810178","https://openalex.org/W4377000627","https://openalex.org/W4381785392","https://openalex.org/W4381805586","https://openalex.org/W4400134761"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W1997222214","https://openalex.org/W2802581102","https://openalex.org/W4205786897","https://openalex.org/W3020139090"],"abstract_inverted_index":{"Abstract":[0],"Anomaly":[1,42],"detection":[2,31,64,99,116,131,173],"in":[3,32,100,174],"Wireless":[4],"Sensor":[5],"Networks":[6],"(WSNs)":[7],"is":[8,19],"critical":[9],"for":[10,21,29,97,139,164,171,182],"their":[11],"reliable":[12],"and":[13,40,59,66,77,90,94,129,152,177],"secure":[14],"operation.":[15],"Optimizing":[16],"resource":[17,175],"efficiency":[18],"crucial":[20],"reducing":[22],"energy":[23,82,127],"consumption.":[24],"Two":[25],"new":[26,162],"algorithms":[27],"developed":[28],"anomaly":[30,98,172],"WSNs\u2014Ensemble":[33],"Federated":[34],"Learning":[35],"(EFL)":[36],"with":[37,44,48,53,70,110,120],"Cloud":[38,54,111],"Integration":[39,55,112],"Online":[41],"Detection":[43],"Energy-Efficient":[45],"Techniques":[46],"(OAD-EE)":[47],"Cloud-based":[49,71,121],"Model":[50,72,122],"Aggregation.":[51],"EFL":[52,89,109],"uses":[56,74],"ensemble":[57],"methods":[58],"federated":[60],"learning":[61,76],"to":[62,80,146],"enhance":[63],"accuracy":[65],"data":[67],"privacy.":[68],"OAD-EE":[69,119],"Aggregation":[73,123],"online":[75],"energy-efficient":[78],"techniques":[79],"conserve":[81],"on":[83],"resource-constrained":[84],"sensor":[85],"nodes.":[86],"By":[87,155],"combining":[88],"OAD-EE,":[91],"a":[92],"comprehensive":[93],"efficient":[95],"framework":[96],"WSNs":[101,179],"can":[102],"be":[103],"created.":[104],"Experimental":[105],"results":[106],"show":[107],"that":[108],"achieves":[113],"the":[114,125,147],"highest":[115],"accuracy,":[117],"while":[118],"has":[124],"lowest":[126],"consumption":[128],"fastest":[130],"time":[132],"among":[133],"all":[134],"algorithms,":[135],"making":[136],"it":[137],"suitable":[138],"real-time":[140,153],"applications.":[141,167,184],"The":[142],"unified":[143],"algorithm":[144,160],"contributes":[145],"system's":[148],"overall":[149],"efficiency,":[150],"scalability,":[151],"response.":[154],"integrating":[156],"cloud":[157],"computing,":[158],"this":[159],"opens":[161],"avenues":[163],"advanced":[165],"WSN":[166],"These":[168],"promising":[169],"approaches":[170],"constrained":[176],"large-scale":[178],"are":[180],"beneficial":[181],"industrial":[183]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":33},{"year":2024,"cited_by_count":9}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}