{"id":"https://openalex.org/W3081233525","doi":"https://doi.org/10.1145/3404555.3404565","title":"Multi-Tenant Machine Learning Platform Based on Kubernetes","display_name":"Multi-Tenant Machine Learning Platform Based on Kubernetes","publication_year":2020,"publication_date":"2020-04-23","ids":{"openalex":"https://openalex.org/W3081233525","doi":"https://doi.org/10.1145/3404555.3404565","mag":"3081233525"},"language":"en","primary_location":{"id":"doi:10.1145/3404555.3404565","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3404555.3404565","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 6th International Conference on Computing and Artificial Intelligence","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/A5088110342","display_name":"Chun-Hsiang Lee","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Chun-Hsiang Lee","raw_affiliation_strings":["Zhejiang Post and Telecom Engineering Construction Co Ltd., Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Post and Telecom Engineering Construction Co Ltd., Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648868","display_name":"Zhaofeng Li","orcid":"https://orcid.org/0000-0002-7865-7745"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhaofeng Li","raw_affiliation_strings":["Zhejiang Post and Telecom Engineering Construction Co Ltd., Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Post and Telecom Engineering Construction Co Ltd., Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075803725","display_name":"Xu Lu","orcid":"https://orcid.org/0000-0002-3421-1987"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu Lu","raw_affiliation_strings":["Zhejiang Post and Telecom Engineering Construction Co Ltd., Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Post and Telecom Engineering Construction Co Ltd., Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017673122","display_name":"Tiyun Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tiyun Chen","raw_affiliation_strings":["Zhejiang Post and Telecom Engineering Construction Co Ltd., Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Post and Telecom Engineering Construction Co Ltd., Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100557175","display_name":"Saisai Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Saisai Yang","raw_affiliation_strings":["Zhejiang Post and Telecom Engineering Construction Co Ltd., Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang Post and Telecom Engineering Construction Co Ltd., Hangzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056838798","display_name":"Chao Wu","orcid":"https://orcid.org/0000-0003-0885-6869"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Wu","raw_affiliation_strings":["Zhejiang University Zhejiang University, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5088110342"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5302,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.72804069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"5","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8330175876617432},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.7824083566665649},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6768373250961304},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.5714202523231506},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.5638700723648071},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.5351548790931702},{"id":"https://openalex.org/keywords/temporal-isolation-among-virtual-machines","display_name":"Temporal isolation among virtual machines","score":0.49770620465278625},{"id":"https://openalex.org/keywords/virtual-learning-environment","display_name":"Virtual learning environment","score":0.4823452830314636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4470932185649872},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.44336411356925964},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4245580732822418},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4227038323879242},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.37243056297302246},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.35890498757362366},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.31401771306991577},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11946240067481995},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.11064773797988892},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10130316019058228}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8330175876617432},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.7824083566665649},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6768373250961304},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.5714202523231506},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.5638700723648071},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.5351548790931702},{"id":"https://openalex.org/C142355369","wikidata":"https://www.wikidata.org/wiki/Q7698919","display_name":"Temporal isolation among virtual machines","level":4,"score":0.49770620465278625},{"id":"https://openalex.org/C66699896","wikidata":"https://www.wikidata.org/wiki/Q2349394","display_name":"Virtual learning environment","level":2,"score":0.4823452830314636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4470932185649872},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.44336411356925964},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4245580732822418},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4227038323879242},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.37243056297302246},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.35890498757362366},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.31401771306991577},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11946240067481995},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.11064773797988892},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10130316019058228},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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:10.1145/3404555.3404565","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3404555.3404565","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 6th International Conference on Computing and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W185463630","https://openalex.org/W2403659235","https://openalex.org/W2767236912","https://openalex.org/W2775795276","https://openalex.org/W2899771611","https://openalex.org/W3099464315"],"related_works":["https://openalex.org/W2088620127","https://openalex.org/W2160885694","https://openalex.org/W2096801503","https://openalex.org/W2906562101","https://openalex.org/W262862460","https://openalex.org/W2056229796","https://openalex.org/W2545334782","https://openalex.org/W2346893066","https://openalex.org/W2900408237","https://openalex.org/W3102690680"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5],"flexible":[6],"and":[7,41],"scalable":[8],"machine":[9,64,71,89],"learning":[10,65,72],"architecture":[11],"based":[12],"on":[13],"Kubernetes":[14],"that":[15,54,77],"can":[16],"support":[17],"simultaneous":[18],"use":[19],"by":[20],"huge":[21],"numbers":[22],"of":[23,27,36,50,81],"users.":[24],"Its":[25],"utilization":[26],"computing":[28],"resources":[29],"is":[30],"superior":[31],"to":[32,57,88],"virtual-machine-based":[33],"architectures":[34],"because":[35],"its":[37],"container-level":[38],"resource":[39],"isolation":[40],"highperformance":[42],"orchestration":[43],"mechanism.":[44],"We":[45],"also":[46],"describe":[47],"the":[48,59,79,82,86],"implementation":[49],"several":[51],"important":[52],"features":[53],"are":[55,75],"designed":[56],"simplify":[58],"entire":[60],"modeling":[61],"lifecycle":[62],"for":[63,70],"developers.":[66],"Real":[67],"case":[68],"studies":[69],"model":[73],"development":[74],"presented":[76],"demonstrates":[78],"effectiveness":[80],"platform":[83],"in":[84],"reducing":[85],"barriers":[87],"learning.":[90]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
