{"id":"https://openalex.org/W4210444728","doi":"https://doi.org/10.1186/s13677-021-00275-1","title":"Application of deterministic, stochastic, and hybrid methods for cloud provider selection","display_name":"Application of deterministic, stochastic, and hybrid methods for cloud provider selection","publication_year":2022,"publication_date":"2022-01-28","ids":{"openalex":"https://openalex.org/W4210444728","doi":"https://doi.org/10.1186/s13677-021-00275-1"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-021-00275-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-021-00275-1","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-021-00275-1","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/s13677-021-00275-1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025571968","display_name":"Lucas Borges de Moraes","orcid":null},"institutions":[{"id":"https://openalex.org/I164790352","display_name":"Universidade do Estado de Santa Catarina","ror":"https://ror.org/03ztsbk67","country_code":"BR","type":"education","lineage":["https://openalex.org/I164790352"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Borges de Moraes","raw_affiliation_strings":["Graduate Program in Applied Computing (PPGCA), Joinville, SC, Brazil","Santa Catarina State University (UDESC), Joinville, SC, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Program in Applied Computing (PPGCA), Joinville, SC, Brazil","institution_ids":[]},{"raw_affiliation_string":"Santa Catarina State University (UDESC), Joinville, SC, Brazil","institution_ids":["https://openalex.org/I164790352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071906708","display_name":"Rafael Stubs Parpinelli","orcid":"https://orcid.org/0000-0001-7326-5032"},"institutions":[{"id":"https://openalex.org/I164790352","display_name":"Universidade do Estado de Santa Catarina","ror":"https://ror.org/03ztsbk67","country_code":"BR","type":"education","lineage":["https://openalex.org/I164790352"]},{"id":"https://openalex.org/I4210100389","display_name":"Universidade da Regi\u00e3o de Joinville","ror":"https://ror.org/00je1p681","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210100389"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael Stubs Parpinelli","raw_affiliation_strings":["Department of Computer Science (DCC), Joinville, SC, Brazil","Graduate Program in Applied Computing (PPGCA), Joinville, SC, Brazil","Santa Catarina State University (UDESC), Joinville, SC, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science (DCC), Joinville, SC, Brazil","institution_ids":["https://openalex.org/I4210100389"]},{"raw_affiliation_string":"Graduate Program in Applied Computing (PPGCA), Joinville, SC, Brazil","institution_ids":[]},{"raw_affiliation_string":"Santa Catarina State University (UDESC), Joinville, SC, Brazil","institution_ids":["https://openalex.org/I164790352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068995385","display_name":"Adriano Fiorese","orcid":"https://orcid.org/0000-0003-1140-0002"},"institutions":[{"id":"https://openalex.org/I164790352","display_name":"Universidade do Estado de Santa Catarina","ror":"https://ror.org/03ztsbk67","country_code":"BR","type":"education","lineage":["https://openalex.org/I164790352"]},{"id":"https://openalex.org/I4210100389","display_name":"Universidade da Regi\u00e3o de Joinville","ror":"https://ror.org/00je1p681","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210100389"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Adriano Fiorese","raw_affiliation_strings":["Department of Computer Science (DCC), Joinville, SC, Brazil","Graduate Program in Applied Computing (PPGCA), Joinville, SC, Brazil","Santa Catarina State University (UDESC), Joinville, SC, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-1140-0002","affiliations":[{"raw_affiliation_string":"Department of Computer Science (DCC), Joinville, SC, Brazil","institution_ids":["https://openalex.org/I4210100389"]},{"raw_affiliation_string":"Graduate Program in Applied Computing (PPGCA), Joinville, SC, Brazil","institution_ids":[]},{"raw_affiliation_string":"Santa Catarina State University (UDESC), Joinville, SC, Brazil","institution_ids":["https://openalex.org/I164790352"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":1.6895,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.84539516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9812999963760376,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9735000133514404,"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":0.9149802923202515},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7778651118278503},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.7229453325271606},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.685417890548706},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6796568632125854},{"id":"https://openalex.org/keywords/cloud-service-provider","display_name":"Cloud service provider","score":0.6174497604370117},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.3946620225906372},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3363093435764313},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.23766818642616272},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2236158847808838},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06603348255157471},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06551823019981384}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.9149802923202515},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7778651118278503},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.7229453325271606},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.685417890548706},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6796568632125854},{"id":"https://openalex.org/C2983819522","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud service provider","level":4,"score":0.6174497604370117},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3946620225906372},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3363093435764313},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.23766818642616272},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2236158847808838},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06603348255157471},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06551823019981384},{"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/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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/s13677-021-00275-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-021-00275-1","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-021-00275-1","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:a37534cc1a294f60bc4d121b6eab84b7","is_oa":true,"landing_page_url":"https://doaj.org/article/a37534cc1a294f60bc4d121b6eab84b7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 11, Iss 1, Pp 1-23 (2022)","raw_type":"article"},{"id":"pmh:oai:repositorio.udesc.br:UDESC/2821","is_oa":true,"landing_page_url":"https://repositorio.udesc.br/handle/UDESC/2821","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"instacron:UDESC","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1186/s13677-021-00275-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-021-00275-1","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-021-00275-1","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":[{"id":"https://metadata.un.org/sdg/9","score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324897","display_name":"Universidade do Estado de Santa Catarina","ror":"https://ror.org/03ztsbk67"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4210444728.pdf","grobid_xml":"https://content.openalex.org/works/W4210444728.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W38708963","https://openalex.org/W159719520","https://openalex.org/W1489930498","https://openalex.org/W1559875088","https://openalex.org/W2011989924","https://openalex.org/W2013301540","https://openalex.org/W2014538668","https://openalex.org/W2049481762","https://openalex.org/W2076452041","https://openalex.org/W2083612114","https://openalex.org/W2090072113","https://openalex.org/W2108669897","https://openalex.org/W2123834173","https://openalex.org/W2268535910","https://openalex.org/W2310612427","https://openalex.org/W2325936523","https://openalex.org/W2520866567","https://openalex.org/W2564049104","https://openalex.org/W2585206336","https://openalex.org/W2604809488","https://openalex.org/W2763057957","https://openalex.org/W2792009716","https://openalex.org/W2792606671","https://openalex.org/W2797167214","https://openalex.org/W2810141654","https://openalex.org/W2883882819","https://openalex.org/W2898413129","https://openalex.org/W2906525511","https://openalex.org/W3005740423","https://openalex.org/W3023540311","https://openalex.org/W3031376202","https://openalex.org/W3147113716","https://openalex.org/W3153384901","https://openalex.org/W4212801147","https://openalex.org/W4238224503","https://openalex.org/W4248334101","https://openalex.org/W4300529821"],"related_works":["https://openalex.org/W3082957696","https://openalex.org/W809504972","https://openalex.org/W2946446321","https://openalex.org/W2176896229","https://openalex.org/W2515603152","https://openalex.org/W2168825410","https://openalex.org/W3183876646","https://openalex.org/W4328104196","https://openalex.org/W3215009256","https://openalex.org/W3212621828"],"abstract_inverted_index":{"Abstract":[0],"Cloud":[1,40,69],"Computing":[2],"popularization":[3],"inspired":[4],"the":[5,29,57,68,135,142,159,164,166,173],"emergence":[6],"of":[7,16,28],"many":[8],"new":[9],"cloud":[10,17,117,131,143,162],"service":[11],"providers.":[12],"The":[13,39,107],"significant":[14],"number":[15],"providers":[18,132],"available":[19],"drives":[20],"users":[21],"to":[22,33],"complex":[23],"or":[24],"even":[25],"impractical":[26],"choice":[27],"most":[30,160],"suitable":[31],"one":[32,168],"satisfy":[34],"his":[35],"needs":[36,128],"without":[37],"automation.":[38],"Provider":[41],"Selection":[42],"(CPS)":[43],"problem":[44,59],"addresses":[45],"that":[46,134],"choice.":[47],"Hence,":[48],"this":[49],"work":[50],"presents":[51,169],"a":[52,110,151],"general":[53],"approach":[54,137,157],"for":[55,140,150],"solving":[56,141],"CPS":[58],"using":[60],"as":[61],"selection":[62,100,145],"criteria":[63],"performance":[64],"indicators":[65],"compliant":[66],"with":[67,125,179],"Service":[70,75],"Measurement":[71,76],"Initiative":[72],"Consortium":[73],"-":[74],"Index":[77],"framework":[78],"(CSMIC-SMI).":[79],"To":[80],"accomplish":[81],"that,":[82],"deterministic":[83],"(CPS-Matching":[84],"and":[85,92,94,98,105,129,181],"CPS-DEA),":[86],"stochastic":[87],"(Evolutionary":[88],"Algorithms:":[89],"CPS-GA,":[90],"CPS-BDE,":[91],"CPS-DDE),":[93],"hybrid":[95,167],"(Matching-GA,":[96],"Matching-BDE,":[97],"Matching-DDE)":[99],"optimization":[101],"methods":[102],"are":[103],"developed":[104],"employed.":[106],"evaluation":[108],"uses":[109],"synthetic":[111],"database":[112],"created":[113],"from":[114],"several":[115,130],"real":[116],"provider":[118,144,163],"indicator":[119],"values":[120],"in":[121],"experiments":[122],"comprising":[123],"scenarios":[124],"different":[126],"user":[127,183],"indicating":[133],"proposed":[136],"is":[138],"appropriate":[139,161],"problem,":[146],"showing":[147],"promising":[148],"results":[149],"large-scale":[152],"application.":[153],"Particularly,":[154],"comparing":[155],"which":[156],"chooses":[158],"better,":[165],"better":[170],"results,":[171],"achieving":[172],"best":[174],"average":[175],"hit":[176],"percentage,":[177],"dealing":[178],"simple":[180],"multi-cloud":[182],"requests.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
