{"id":"https://openalex.org/W3035156519","doi":"https://doi.org/10.4018/ijcac.2020070101","title":"Multi-Factor Performance Comparison of Amazon Web Services Elastic Compute Cluster and Google Cloud Platform Compute Engine","display_name":"Multi-Factor Performance Comparison of Amazon Web Services Elastic Compute Cluster and Google Cloud Platform Compute Engine","publication_year":2020,"publication_date":"2020-06-11","ids":{"openalex":"https://openalex.org/W3035156519","doi":"https://doi.org/10.4018/ijcac.2020070101","mag":"3035156519"},"language":"en","primary_location":{"id":"doi:10.4018/ijcac.2020070101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijcac.2020070101","pdf_url":null,"source":{"id":"https://openalex.org/S4210173373","display_name":"International Journal of Cloud Applications and Computing","issn_l":"2156-1826","issn":["2156-1826","2156-1834"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Cloud Applications and 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":"https://openalex.org/A5027519806","display_name":"Sanjay Ahuja","orcid":"https://orcid.org/0000-0002-0178-7947"},"institutions":[{"id":"https://openalex.org/I11874761","display_name":"University of North Florida","ror":"https://ror.org/01j903a45","country_code":"US","type":"education","lineage":["https://openalex.org/I11874761"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sanjay P. Ahuja","raw_affiliation_strings":["University of North Florida, USA"],"affiliations":[{"raw_affiliation_string":"University of North Florida, USA","institution_ids":["https://openalex.org/I11874761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068978059","display_name":"Emily Czarnecki","orcid":null},"institutions":[{"id":"https://openalex.org/I11874761","display_name":"University of North Florida","ror":"https://ror.org/01j903a45","country_code":"US","type":"education","lineage":["https://openalex.org/I11874761"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emily Czarnecki","raw_affiliation_strings":["University of North Florida, USA"],"affiliations":[{"raw_affiliation_string":"University of North Florida, USA","institution_ids":["https://openalex.org/I11874761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077883377","display_name":"Sean Willison","orcid":null},"institutions":[{"id":"https://openalex.org/I11874761","display_name":"University of North Florida","ror":"https://ror.org/01j903a45","country_code":"US","type":"education","lineage":["https://openalex.org/I11874761"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sean Willison","raw_affiliation_strings":["University of North Florida, USA"],"affiliations":[{"raw_affiliation_string":"University of North Florida, USA","institution_ids":["https://openalex.org/I11874761"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027519806"],"corresponding_institution_ids":["https://openalex.org/I11874761"],"apc_list":null,"apc_paid":null,"fwci":1.0676,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.83356415,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"10","issue":"3","first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"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":0.9983000159263611,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.9976999759674072,"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/cloud-computing","display_name":"Cloud computing","score":0.833530604839325},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7950823903083801},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6784908771514893},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.565131664276123},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5299001336097717},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.4257253110408783},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.38159534335136414},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3204006552696228},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2944364547729492},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.17180055379867554}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.833530604839325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7950823903083801},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6784908771514893},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.565131664276123},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5299001336097717},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.4257253110408783},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.38159534335136414},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3204006552696228},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2944364547729492},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17180055379867554}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijcac.2020070101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijcac.2020070101","pdf_url":null,"source":{"id":"https://openalex.org/S4210173373","display_name":"International Journal of Cloud Applications and Computing","issn_l":"2156-1826","issn":["2156-1826","2156-1834"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Cloud Applications and Computing","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jcac00:v:10:y:2020:i:3:p:1-16","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJCAC.2020070101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1651603302","https://openalex.org/W2075174112","https://openalex.org/W2156382411","https://openalex.org/W2479660676","https://openalex.org/W2521646874","https://openalex.org/W2768061914","https://openalex.org/W2779958744","https://openalex.org/W2965181964","https://openalex.org/W2979263835"],"related_works":["https://openalex.org/W2017432143","https://openalex.org/W1973694374","https://openalex.org/W2983574358","https://openalex.org/W2370475531","https://openalex.org/W4244478748","https://openalex.org/W4385924768","https://openalex.org/W2785227142","https://openalex.org/W572531444","https://openalex.org/W2945962340","https://openalex.org/W4241787744"],"abstract_inverted_index":{"Cloud":[0,67],"computing":[1,23],"has":[2],"rapidly":[3],"become":[4],"a":[5,145],"viable":[6],"competitor":[7],"to":[8,64,89,197],"on-premise":[9],"infrastructure":[10,29],"from":[11,30,87],"both":[12,156],"management":[13],"and":[14,25,77,117,121,138,159,179,193],"cost":[15],"perspectives.":[16],"This":[17],"research":[18],"provides":[19],"insight":[20],"into":[21],"cluster":[22],"performance":[24,55,111,119],"variability":[26],"in":[27,155,190,201],"cloud-provisioned":[28],"two":[31,41,99],"popular":[32],"public":[33],"cloud":[34,42],"providers.":[35],"A":[36],"comparative":[37],"examination":[38],"of":[39,56,98],"the":[40,54,65,96,149,157,166,177,183],"platforms":[43],"using":[44,72],"synthetic":[45],"benchmarks":[46,102,109,192],"is":[47],"provided.":[48],"In":[49],"this":[50],"article,":[51],"we":[52,194],"compared":[53],"Amazon":[57],"Web":[58],"Services":[59],"Elastic":[60],"Compute":[61,70],"Cluster":[62],"(EC2)":[63],"Google":[66],"Platform":[68],"(GCP)":[69],"Engine":[71],"three":[73],"benchmarks:":[74],"STREAM,":[75],"IOR,":[76],"NPB-EP.":[78],"Experiments":[79],"were":[80,103],"conducted":[81],"on":[82],"clusters":[83],"with":[84,142],"increasing":[85],"nodes":[86],"one":[88],"eight.":[90],"We":[91,126],"also":[92],"performed":[93],"experiments":[94],"over":[95,182],"course":[97],"weeks":[100],"where":[101],"run":[104],"at":[105],"similar":[106],"times.":[107],"The":[108],"provided":[110,135],"metrics":[112],"for":[113,132,140],"bandwidth":[114,141],"(STREAM),":[115],"read":[116,158,178],"write":[118,160,180],"(IOR),":[120],"operations":[122,167],"per":[123,168],"second":[124,169],"(NPB-EP).":[125],"found":[127,195],"that":[128],"EC2":[129,154,196],"outperformed":[130,153],"GCP":[131,143,152,172],"bandwidth.":[133],"Both":[134],"good":[136],"scalability":[137],"reliability":[139],"showing":[144],"slight":[146],"deviation":[147],"during":[148,176],"two-week":[150,184],"trial.":[151,185],"tests":[161,181],"(IOR)":[162],"as":[163,165],"well":[164],"test.":[170],"However,":[171],"was":[173],"extremely":[174],"variable":[175],"Overall,":[186],"each":[187],"platform":[188],"excelled":[189],"different":[191],"be":[198],"more":[199],"reliable":[200],"general.":[202]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}