{"id":"https://openalex.org/W2980028019","doi":"https://doi.org/10.1109/camad.2019.8858164","title":"Cloud-Native Application Validation & Stress Testing through a Framework for Auto-Cluster Deployment","display_name":"Cloud-Native Application Validation & Stress Testing through a Framework for Auto-Cluster Deployment","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2980028019","doi":"https://doi.org/10.1109/camad.2019.8858164","mag":"2980028019"},"language":"en","primary_location":{"id":"doi:10.1109/camad.2019.8858164","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camad.2019.8858164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","raw_type":"proceedings-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/A5022437111","display_name":"Nikolaos Astyrakakis","orcid":"https://orcid.org/0000-0003-3443-0060"},"institutions":[{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Nikolaos Astyrakakis","raw_affiliation_strings":["Electrical and Computer Engineering Department, Hellenic Mediteranean University of Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Hellenic Mediteranean University of Crete, Greece","institution_ids":["https://openalex.org/I142617266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071249353","display_name":"Yannis Nikoloudakis","orcid":"https://orcid.org/0000-0001-5549-2207"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Yannis Nikoloudakis","raw_affiliation_strings":["Dept. of Information and Communication Systems Engineering, University of the Aegean, Karlovasi, Samos, gnikoloudakis"],"affiliations":[{"raw_affiliation_string":"Dept. of Information and Communication Systems Engineering, University of the Aegean, Karlovasi, Samos, gnikoloudakis","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063156622","display_name":"Ioannis Kefaloukos","orcid":"https://orcid.org/0000-0002-1041-9206"},"institutions":[{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Kefaloukos","raw_affiliation_strings":["Electrical and Computer Engineering Department, Hellenic Mediteranean University of Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Hellenic Mediteranean University of Crete, Greece","institution_ids":["https://openalex.org/I142617266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110370951","display_name":"Charalabos Skianis","orcid":null},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Charalabos Skianis","raw_affiliation_strings":["Dept. of Information and Communication Systems Engineering, University of the Aegean, Karlovasi, Samos, gnikoloudakis"],"affiliations":[{"raw_affiliation_string":"Dept. of Information and Communication Systems Engineering, University of the Aegean, Karlovasi, Samos, gnikoloudakis","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008930531","display_name":"Evangelos Pallis","orcid":"https://orcid.org/0000-0003-2373-9775"},"institutions":[{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Evangelos Pallis","raw_affiliation_strings":["Electrical and Computer Engineering Department, Hellenic Mediteranean University of Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Hellenic Mediteranean University of Crete, Greece","institution_ids":["https://openalex.org/I142617266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009055115","display_name":"Evangelos Markakis","orcid":"https://orcid.org/0000-0003-0959-598X"},"institutions":[{"id":"https://openalex.org/I142617266","display_name":"University of Crete","ror":"https://ror.org/00dr28g20","country_code":"GR","type":"education","lineage":["https://openalex.org/I142617266"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Evangelos K. Markakis","raw_affiliation_strings":["Electrical and Computer Engineering Department, Hellenic Mediteranean University of Crete, Greece"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Hellenic Mediteranean University of Crete, Greece","institution_ids":["https://openalex.org/I142617266"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5022437111"],"corresponding_institution_ids":["https://openalex.org/I142617266"],"apc_list":null,"apc_paid":null,"fwci":0.3537,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63839286,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":1.0,"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/T12127","display_name":"Software System Performance and Reliability","score":1.0,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9988999962806702,"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":0.9886000156402588,"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":0.8479279279708862},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.8129956722259521},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7621996402740479},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6056206822395325},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.5312991142272949},{"id":"https://openalex.org/keywords/toolbox","display_name":"Toolbox","score":0.5212646126747131},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44540631771087646},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.43653666973114014},{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.42790910601615906},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.42420488595962524},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.35630708932876587},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.33536383509635925},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11287751793861389}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8479279279708862},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8129956722259521},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7621996402740479},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6056206822395325},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.5312991142272949},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.5212646126747131},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44540631771087646},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.43653666973114014},{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.42790910601615906},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.42420488595962524},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.35630708932876587},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.33536383509635925},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11287751793861389},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/camad.2019.8858164","is_oa":false,"landing_page_url":"https://doi.org/10.1109/camad.2019.8858164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 24th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1546353695","https://openalex.org/W1653102724","https://openalex.org/W2068273680","https://openalex.org/W2296552381","https://openalex.org/W2322013807","https://openalex.org/W2527514331","https://openalex.org/W2528394446","https://openalex.org/W2736291694","https://openalex.org/W2769838334","https://openalex.org/W2770322212","https://openalex.org/W2783772958","https://openalex.org/W2786721089","https://openalex.org/W2805394707","https://openalex.org/W2889289437","https://openalex.org/W2897690625","https://openalex.org/W2898808791","https://openalex.org/W2907866748","https://openalex.org/W2917545790","https://openalex.org/W2922474262","https://openalex.org/W2940906391","https://openalex.org/W2946411799","https://openalex.org/W2963026732","https://openalex.org/W6637062297","https://openalex.org/W6697586037"],"related_works":["https://openalex.org/W4251084645","https://openalex.org/W3217586400","https://openalex.org/W2803200263","https://openalex.org/W3143818167","https://openalex.org/W2723047152","https://openalex.org/W3124662651","https://openalex.org/W2530434411","https://openalex.org/W2068734592","https://openalex.org/W2564062731","https://openalex.org/W2292891061"],"abstract_inverted_index":{"The":[0,146,169,212],"proliferation":[1],"of":[2,28,32,64,76,93,143,148,156,225],"cloud-native":[3,144],"applications":[4,104],"(applications":[5],"built":[6],"specifically":[7],"for":[8,125,176,192],"the":[9,26,37,55,59,65,91,114,149,154,181,197,219],"cloud)":[10],"has":[11],"taken":[12],"cloud":[13,80],"computing":[14],"to":[15,50,100,105,165,218],"another":[16],"level,":[17],"but":[18],"it":[19],"also":[20,85],"revealed":[21,39],"several":[22,208],"issues":[23,49],"such":[24,53,94],"as":[25,54],"lack":[27],"automation":[29],"and":[30,58,102,110,127,188,222],"complexity":[31],"deployment.":[33],"Extensive":[34],"research":[35,88],"on":[36],"subject,":[38],"many":[40],"endeavors":[41],"towards":[42],"that":[43,89,139],"end.":[44],"Nonetheless,":[45],"there":[46,83],"are":[47,68,98,204,216],"still":[48],"be":[51],"solved,":[52],"cluster":[56,60,131],"monitoring":[57,128],"deployment":[61,155],"automation.":[62],"Most":[63],"existing":[66],"solutions,":[67],"semi-automated":[69],"or":[70],"completely":[71,122],"manual":[72,167],"approaches,":[73],"with":[74,159,180,196],"some":[75],"them":[77],"targeting":[78],"specific":[79],"providers/vendors.":[81],"Furthermore,":[82],"is":[84],"very":[86],"limited":[87],"tackles":[90],"validation":[92,142,170],"applications.":[95,145],"Untrusted":[96],"developers,":[97],"able":[99],"develop":[101],"upload":[103],"marketplaces,":[106],"without":[107],"being":[108],"audited":[109],"verified.":[111],"Towards":[112],"addressing":[113],"above-mentioned":[115],"issues,":[116],"this":[117],"paper":[118],"presents":[119],"a":[120,129,137,177,193],"novel,":[121],"automated":[123],"tool":[124,138],"deploying":[126],"Kubernetes":[130,157,182,198],"over":[132],"OpenStack.":[133],"Additionally,":[134],"we":[135],"propose":[136],"provides":[140],"automatic":[141],"evaluation":[147],"proposed":[150],"toolbox":[151],"resulted":[152],"in":[153],"clusters":[158],"remarkably":[160],"low":[161],"overall":[162,202,214],"times,":[163,215],"compared":[164],"other,":[166],"approaches.":[168,211],"process":[171],"lasted":[172],"approximately":[173,189],"11":[174],"minutes":[175,191],"containerized":[178,194],"application":[179,195],"Horizontal":[183],"Pod":[184],"Autoscaler":[185],"(HPA)":[186],"enabled":[187],"3":[190],"HPA":[199],"disabled.":[200],"These":[201],"times":[203],"relatively":[205],"shorter":[206],"than":[207],"other":[209],"non-automated":[210],"afore-mentioned":[213],"analogous":[217],"underlying":[220],"hardware":[221],"network":[223],"resources":[224],"our":[226],"test-bed.":[227]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}