{"id":"https://openalex.org/W4392000701","doi":"https://doi.org/10.1007/s10586-024-04285-x","title":"Stochastic analysis of fog computing and machine learning for scalable low-latency healthcare monitoring","display_name":"Stochastic analysis of fog computing and machine learning for scalable low-latency healthcare monitoring","publication_year":2024,"publication_date":"2024-02-21","ids":{"openalex":"https://openalex.org/W4392000701","doi":"https://doi.org/10.1007/s10586-024-04285-x"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-024-04285-x","doi":"https://doi.org/10.1007/s10586-024-04285-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-024-04285-x","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,"listed_in":["cwts-core","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"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"},"parent_works":[],"lineage":["https://openalex.org/W4392000701"],"child_works_count":0,"type":"article","is_traditional":true,"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/A5059628101","display_name":"Abdellah Amzil","orcid":"https://orcid.org/0009-0004-7604-7523","observed_orcids":["https://orcid.org/0009-0004-7604-7523"]},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Abdellah Amzil","raw_affiliation_strings":["Computer, Networks, Mobility and Modeling Laboratory (IR2M), Faculty of Sciences and Techniques, Hassan First University of Settat, 26000, Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer, Networks, Mobility and Modeling Laboratory (IR2M), Faculty of Sciences and Techniques, Hassan First University of Settat, 26000, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102872939","display_name":"Mohamed Abid","orcid":"https://orcid.org/0009-0006-5035-7798","observed_orcids":["https://orcid.org/0009-0006-5035-7798"]},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Abid","raw_affiliation_strings":["Computer, Networks, Mobility and Modeling Laboratory (IR2M), Faculty of Sciences and Techniques, Hassan First University of Settat, 26000, Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer, Networks, Mobility and Modeling Laboratory (IR2M), Faculty of Sciences and Techniques, Hassan First University of Settat, 26000, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007650872","display_name":"Mohamed Hanini","orcid":"https://orcid.org/0000-0001-8998-9617","observed_orcids":["https://orcid.org/0000-0001-8998-9617"]},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Hanini","raw_affiliation_strings":["Computer, Networks, Mobility and Modeling Laboratory (IR2M), Faculty of Sciences and Techniques, Hassan First University of Settat, 26000, Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer, Networks, Mobility and Modeling Laboratory (IR2M), Faculty of Sciences and Techniques, Hassan First University of Settat, 26000, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067460170","display_name":"Abdellah Zaaloul","orcid":"https://orcid.org/0000-0002-2473-7205","observed_orcids":["https://orcid.org/0000-0002-2473-7205"]},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdellah Zaaloul","raw_affiliation_strings":["Engineering, Mathematics and Informatics Laboratory (IMI), Faculty of Sciences, Ibn Zohr University of Agadir, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering, Mathematics and Informatics Laboratory (IMI), Faculty of Sciences, Ibn Zohr University of Agadir, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091315809","display_name":"Said El Kafhali","orcid":"https://orcid.org/0000-0001-9282-5154","observed_orcids":["https://orcid.org/0000-0001-9282-5154"]},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Said El Kafhali","raw_affiliation_strings":["Computer, Networks, Mobility and Modeling Laboratory (IR2M), Faculty of Sciences and Techniques, Hassan First University of Settat, 26000, Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer, Networks, Mobility and Modeling Laboratory (IR2M), Faculty of Sciences and Techniques, Hassan First University of Settat, 26000, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059628101"],"corresponding_institution_ids":["https://openalex.org/I4210145365"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":5.2331,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.96203002,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"27","issue":"5","first_page":"6097","last_page":"6117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9922000169754028,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9922000169754028,"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/T13038","display_name":"Internet of Things and AI","score":0.006899999920278788,"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"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fog-computing","display_name":"fog computing","score":0.9259999990463257},{"id":"https://openalex.org/keywords/healthcare-monitoring","display_name":"healthcare monitoring","score":0.7710000276565552},{"id":"https://openalex.org/keywords/internet-of-medical-things","display_name":"Internet of Medical Things","score":0.996999979019165},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.8420000076293945},{"id":"https://openalex.org/keywords/k-fold-cross-validation","display_name":"k-fold cross-validation","score":0.6570000052452087},{"id":"https://openalex.org/keywords/latency-reduction","display_name":"latency reduction","score":0.8240000009536743},{"id":"https://openalex.org/keywords/fog-cloud-architecture","display_name":"fog-cloud architecture","score":0.7699999809265137},{"id":"https://openalex.org/keywords/queuing-model","display_name":"queuing model","score":0.9350000023841858},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"quality of service","score":0.8019999861717224},{"id":"https://openalex.org/keywords/e-health","display_name":"e-health","score":0.6859999895095825},{"id":"https://openalex.org/keywords/medical-data-classification","display_name":"medical data classification","score":0.5580000281333923},{"id":"https://openalex.org/keywords/overfitting","display_name":"overfitting","score":0.6660000085830688}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8872560262680054},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7543002367019653},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5591995120048523},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5462382435798645},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5055942535400391},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.48734816908836365},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.487236887216568},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.46414390206336975},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.4216548502445221},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3844107985496521},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37828391790390015},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34071072936058044},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32742759585380554},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.18005868792533875},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.143865168094635},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-024-04285-x","doi":"https://doi.org/10.1007/s10586-024-04285-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-024-04285-x","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,"listed_in":["cwts-core","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"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":[{"score":0.6240000128746033,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"},{"score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1563779243","https://openalex.org/W2079841778","https://openalex.org/W2109341366","https://openalex.org/W2148603752","https://openalex.org/W2161299495","https://openalex.org/W2162800060","https://openalex.org/W2745346281","https://openalex.org/W2775533747","https://openalex.org/W2803232531","https://openalex.org/W2886349874","https://openalex.org/W2887820333","https://openalex.org/W2889892672","https://openalex.org/W2889936219","https://openalex.org/W2898485069","https://openalex.org/W2913552876","https://openalex.org/W2945267348","https://openalex.org/W2980379795","https://openalex.org/W2980584869","https://openalex.org/W2997124703","https://openalex.org/W3000466679","https://openalex.org/W3005348902","https://openalex.org/W3029103136","https://openalex.org/W3048700761","https://openalex.org/W3118729270","https://openalex.org/W3119680980","https://openalex.org/W3122182574","https://openalex.org/W3130348708","https://openalex.org/W3151989229","https://openalex.org/W3212754493","https://openalex.org/W3212861427","https://openalex.org/W3213697814","https://openalex.org/W4200357152","https://openalex.org/W4214742958","https://openalex.org/W4220863365","https://openalex.org/W4223547883","https://openalex.org/W4290725649","https://openalex.org/W4297087995","https://openalex.org/W4298222310","https://openalex.org/W4312068384","https://openalex.org/W4383620346","https://openalex.org/W4385070467","https://openalex.org/W6803477083"],"related_works":["https://openalex.org/W3118729270","https://openalex.org/W4386097362","https://openalex.org/W3150844656","https://openalex.org/W4366374512","https://openalex.org/W2982760504","https://openalex.org/W4247737348","https://openalex.org/W7123767477","https://openalex.org/W4393095450","https://openalex.org/W2946370474","https://openalex.org/W4413321715"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":20},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":6}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2024-02-22T00:00:00"}