{"id":"https://openalex.org/W4200462690","doi":"https://doi.org/10.1109/jas.2021.1004392","title":"QoS Prediction Model of Cloud Services Based on Deep Learning","display_name":"QoS Prediction Model of Cloud Services Based on Deep Learning","publication_year":2021,"publication_date":"2021-12-28","ids":{"openalex":"https://openalex.org/W4200462690","doi":"https://doi.org/10.1109/jas.2021.1004392"},"language":"en","primary_location":{"id":"doi:10.1109/jas.2021.1004392","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jas.2021.1004392","pdf_url":"https://ieeexplore.ieee.org/ielx7/6570654/9664620/09664627.pdf","source":{"id":"https://openalex.org/S2484288132","display_name":"IEEE/CAA Journal of Automatica Sinica","issn_l":"2329-9266","issn":["2329-9266","2329-9274"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/CAA Journal of Automatica Sinica","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/6570654/9664620/09664627.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113976764","display_name":"Wenjun Huang","orcid":"https://orcid.org/0009-0008-5668-599X"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"WenJun Huang","raw_affiliation_strings":["Nanjing University of Information Science & Technology, School of Computer and Software, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science & Technology, School of Computer and Software, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102936248","display_name":"Peiyun Zhang","orcid":"https://orcid.org/0000-0002-4864-6279"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"PeiYun Zhang","raw_affiliation_strings":["Nanjing University of Information Science & Technology, School of Computer and Software, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science & Technology, School of Computer and Software, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100415365","display_name":"Yutong Chen","orcid":"https://orcid.org/0000-0002-9706-8890"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"YuTong Chen","raw_affiliation_strings":["Nanjing University of Information Science & Technology, School of Computer and Software, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science & Technology, School of Computer and Software, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081318069","display_name":"MengChu Zhou","orcid":"https://orcid.org/0000-0002-5408-8752"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"MengChu Zhou","raw_affiliation_strings":["Helen and John C. Hartmann Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, USA"],"affiliations":[{"raw_affiliation_string":"Helen and John C. Hartmann Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074783415","display_name":"Yusuf Al\u2010Turki","orcid":"https://orcid.org/0000-0003-1812-8929"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Yusuf Al-Turki","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Center of Research Excellence in Renewable Energy and Power Systems, Faculty of Engineering, and K. A. CARE Energy Research and Innovation Center, King Abdulaziz University, Jeddah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Center of Research Excellence in Renewable Energy and Power Systems, Faculty of Engineering, and K. A. CARE Energy Research and Innovation Center, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071962721","display_name":"Abdullah Abusorrah","orcid":"https://orcid.org/0000-0001-8025-0453"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abdullah Abusorrah","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Center of Research Excellence in Renewable Energy and Power Systems, Faculty of Engineering, and K. A. CARE Energy Research and Innovation Center, King Abdulaziz University, Jeddah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Center of Research Excellence in Renewable Energy and Power Systems, Faculty of Engineering, and K. A. CARE Energy Research and Innovation Center, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5113976764"],"corresponding_institution_ids":["https://openalex.org/I200845125"],"apc_list":null,"apc_paid":null,"fwci":38.7834,"has_fulltext":true,"cited_by_count":47,"citation_normalized_percentile":{"value":0.99783584,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"9","issue":"3","first_page":"564","last_page":"566"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"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/T11478","display_name":"Caching and Content Delivery","score":0.984499990940094,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.982200026512146,"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":0.8586097955703735},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.7707537412643433},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.7462751865386963},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7335681915283203},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5151621103286743},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49368175864219666},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4878940284252167},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4392382800579071},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.42578452825546265},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4138174057006836},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36176255345344543},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33410340547561646},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18454739451408386},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07741832733154297}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8586097955703735},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.7707537412643433},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.7462751865386963},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7335681915283203},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5151621103286743},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49368175864219666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4878940284252167},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4392382800579071},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.42578452825546265},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4138174057006836},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36176255345344543},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33410340547561646},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18454739451408386},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07741832733154297},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jas.2021.1004392","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jas.2021.1004392","pdf_url":"https://ieeexplore.ieee.org/ielx7/6570654/9664620/09664627.pdf","source":{"id":"https://openalex.org/S2484288132","display_name":"IEEE/CAA Journal of Automatica Sinica","issn_l":"2329-9266","issn":["2329-9266","2329-9274"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/CAA Journal of Automatica Sinica","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/jas.2021.1004392","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jas.2021.1004392","pdf_url":"https://ieeexplore.ieee.org/ielx7/6570654/9664620/09664627.pdf","source":{"id":"https://openalex.org/S2484288132","display_name":"IEEE/CAA Journal of Automatica Sinica","issn_l":"2329-9266","issn":["2329-9266","2329-9274"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/CAA Journal of Automatica Sinica","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1868899058","display_name":null,"funder_award_id":"61872006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4009049029","display_name":null,"funder_award_id":"Startup","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5760752404","display_name":null,"funder_award_id":"Projects","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6088666417","display_name":null,"funder_award_id":"GCV19-37-1441","funder_id":"https://openalex.org/F4320335726","funder_display_name":"Deanship of Scientific Research, King Saud University"},{"id":"https://openalex.org/G7338027499","display_name":null,"funder_award_id":"IFPNC-001-135-2020","funder_id":"https://openalex.org/F4320322322","funder_display_name":"King Abdulaziz University"},{"id":"https://openalex.org/G7608752429","display_name":null,"funder_award_id":"Talent","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7792163140","display_name":null,"funder_award_id":"Scientific Research (DSR)","funder_id":"https://openalex.org/F4320322322","funder_display_name":"King Abdulaziz University"},{"id":"https://openalex.org/G937017603","display_name":null,"funder_award_id":"21589","funder_id":"https://openalex.org/F4320322322","funder_display_name":"King Abdulaziz University"},{"id":"https://openalex.org/G941763696","display_name":null,"funder_award_id":"GCV19-37-1441","funder_id":"https://openalex.org/F4320322322","funder_display_name":"King Abdulaziz University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322322","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74"},{"id":"https://openalex.org/F4320324849","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19"},{"id":"https://openalex.org/F4320324852","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760"},{"id":"https://openalex.org/F4320335726","display_name":"Deanship of Scientific Research, King Saud University","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200462690.pdf","grobid_xml":"https://content.openalex.org/works/W4200462690.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2034405392","https://openalex.org/W2060017308","https://openalex.org/W2137245235","https://openalex.org/W2611027303","https://openalex.org/W2804549930","https://openalex.org/W2889596732","https://openalex.org/W2911126749","https://openalex.org/W3090766752","https://openalex.org/W3093170916","https://openalex.org/W3105770950","https://openalex.org/W3113894121","https://openalex.org/W3131013500","https://openalex.org/W7070499600"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W2802581102","https://openalex.org/W4205786897"],"abstract_inverted_index":{"This":[0],"letter":[1],"presents":[2],"a":[3,25],"deep":[4],"learning-based":[5],"prediction":[6,20,28,64],"model":[7,29,58],"for":[8],"the":[9,18,56],"quality-of-service":[10],"(QoS)":[11],"of":[12,22,66],"cloud":[13,23,67],"services.":[14],"Specifically,":[15],"to":[16],"improve":[17],"QoS":[19,27,63],"accuracy":[21],"services,":[24],"new":[26],"is":[30,33],"proposed,":[31],"which":[32],"based":[34],"on":[35],"multi-staged":[36],"multi-metric":[37,44],"feature":[38],"fusion":[39],"with":[40],"individual":[41,50],"evaluations.":[42],"The":[43],"features":[45],"include":[46],"global,":[47],"local,":[48],"and":[49],"ones.":[51],"Experimental":[52],"results":[53,65],"show":[54],"that":[55],"proposed":[57],"can":[59],"provide":[60],"more":[61],"accurate":[62],"services":[68],"than":[69],"several":[70],"state-of-the-art":[71],"methods.":[72]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":13}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}