{"id":"https://openalex.org/W4309225496","doi":"https://doi.org/10.1109/nof55974.2022.9942649","title":"KAPET\u00c1NIOS: Automated Kubernetes Adaptation through a Digital Twin","display_name":"KAPET\u00c1NIOS: Automated Kubernetes Adaptation through a Digital Twin","publication_year":2022,"publication_date":"2022-10-05","ids":{"openalex":"https://openalex.org/W4309225496","doi":"https://doi.org/10.1109/nof55974.2022.9942649"},"language":"en","primary_location":{"id":"doi:10.1109/nof55974.2022.9942649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nof55974.2022.9942649","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Conference on Network of the Future (NoF)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://mediatum.ub.tum.de/1688820","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083915191","display_name":"Johannes Zerwas","orcid":"https://orcid.org/0000-0003-3137-7305"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johannes Zerwas","raw_affiliation_strings":["Technical University of Munich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044741351","display_name":"Patrick L. Kramer","orcid":"https://orcid.org/0000-0001-8589-1540"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Patrick Kr\u00e4mer","raw_affiliation_strings":["Technical University of Munich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007385737","display_name":"R\u0103zvan-Mihai Ursu","orcid":"https://orcid.org/0009-0000-8495-4159"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"R\u0103zvan-Mihai Ursu","raw_affiliation_strings":["Technical University of Munich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086848479","display_name":"Navidreza Asadi","orcid":"https://orcid.org/0000-0002-2155-1288"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Navidreza Asadi","raw_affiliation_strings":["Technical University of Munich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110792733","display_name":"Phil Rodgers","orcid":null},"institutions":[{"id":"https://openalex.org/I1301041018","display_name":"Rakuten (Japan)","ror":"https://ror.org/0098kke80","country_code":"JP","type":"company","lineage":["https://openalex.org/I1301041018"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Phil Rodgers","raw_affiliation_strings":["Rakuten Mobile Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rakuten Mobile Inc","institution_ids":["https://openalex.org/I1301041018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101604711","display_name":"Leon Wong","orcid":"https://orcid.org/0000-0001-9937-1714"},"institutions":[{"id":"https://openalex.org/I1301041018","display_name":"Rakuten (Japan)","ror":"https://ror.org/0098kke80","country_code":"JP","type":"company","lineage":["https://openalex.org/I1301041018"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Leon Wong","raw_affiliation_strings":["Rakuten Mobile Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rakuten Mobile Inc","institution_ids":["https://openalex.org/I1301041018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021781616","display_name":"Wolfgang Kellerer","orcid":"https://orcid.org/0000-0003-4358-8038"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wolfgang Kellerer","raw_affiliation_strings":["Technical University of Munich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3265,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.93079734,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9972000122070312,"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":0.9825999736785889,"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/workload","display_name":"Workload","score":0.8446238040924072},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7836183309555054},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5844773054122925},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5626479983329773},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5337048172950745},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.48284584283828735},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33755022287368774}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8446238040924072},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7836183309555054},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5844773054122925},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5626479983329773},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5337048172950745},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.48284584283828735},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33755022287368774},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/nof55974.2022.9942649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nof55974.2022.9942649","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th International Conference on Network of the Future (NoF)","raw_type":"proceedings-article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1688820","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1688820","pdf_url":null,"source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"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":"","raw_type":"ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:mediatum.ub.tum.de:node/1688820","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1688820","pdf_url":null,"source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"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":"","raw_type":"ConferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2101234009","https://openalex.org/W2982936646","https://openalex.org/W3035677451","https://openalex.org/W3106749574","https://openalex.org/W3127529544","https://openalex.org/W3132985895","https://openalex.org/W3193193041","https://openalex.org/W3203680424","https://openalex.org/W4200329647","https://openalex.org/W4287553359","https://openalex.org/W4287887880","https://openalex.org/W4388478979","https://openalex.org/W6675354045","https://openalex.org/W6858215924"],"related_works":["https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2990194547","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W1480123525","https://openalex.org/W2414054180","https://openalex.org/W4214892316","https://openalex.org/W2287264064"],"abstract_inverted_index":{"This":[0],"demo":[1,27,60],"presents":[2],"a":[3,29,33,42],"self-operating":[4],"Kubernetes":[5],"(K8s)":[6],"cluster":[7,35,51],"that":[8,66],"uses":[9,28],"digital":[10,30],"twinning":[11],"and":[12,40,64],"machine":[13],"learning":[14],"to":[15,23,36],"autonomously":[16,52],"adapt":[17],"its":[18],"Horizontal":[19],"Pod":[20],"Autoscaler":[21],"(HPA)":[22],"workload":[24],"changes.":[25],"The":[26,59],"twin":[31],"of":[32],"K8s":[34],"gather":[37],"performance":[38],"statistics":[39],"learn":[41],"model":[43],"for":[44,56],"the":[45,48,50,67,76],"workload.":[46],"With":[47],"model,":[49],"adjusts":[53],"HPA":[54],"parameters":[55],"better":[57],"performance.":[58],"illustrates":[61],"this":[62],"process":[63],"shows":[65],"requested":[68],"pod":[69],"seconds":[70],"decrease":[71],"by":[72],"~37":[73],"%,":[74],"while":[75],"request":[77],"latency":[78],"stays":[79],"mostly":[80],"unaffected.":[81]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
