{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T10:41:41Z","timestamp":1769078501884,"version":"3.49.0"},"reference-count":29,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"Commercializations Promotion Agency for Research and Development Outcome"},{"name":"Korean Government (MSIT) through the Future Research Service Development Support","award":["2022-1-SB4-1"],"award-info":[{"award-number":["2022-1-SB4-1"]}]},{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea (NRF) Grant funded by MSIT","doi-asserted-by":"publisher","award":["NRF-2022R1F1A1069069"],"award-info":[{"award-number":["NRF-2022R1F1A1069069"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3275439","type":"journal-article","created":{"date-parts":[[2023,5,11]],"date-time":"2023-05-11T17:38:05Z","timestamp":1683826685000},"page":"47212-47222","source":"Crossref","is-referenced-by-count":10,"title":["FLScalize: Federated Learning Lifecycle Management Platform"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-8615-028X","authenticated-orcid":false,"given":"Semo","family":"Yang","sequence":"first","affiliation":[{"name":"Department of Computer Engineering, Gachon University, Seongnam-si, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-3605-200X","authenticated-orcid":false,"given":"Jihwan","family":"Moon","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Gachon University, Seongnam-si, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6523-7426","authenticated-orcid":false,"given":"Jinsoo","family":"Kim","sequence":"additional","affiliation":[{"name":"Innopia Technologies Inc., Seongnam-si, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5382-6912","authenticated-orcid":false,"given":"Kwangkee","family":"Lee","sequence":"additional","affiliation":[{"name":"Innopia Technologies Inc., Seongnam-si, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3078-6166","authenticated-orcid":false,"given":"Kangyoon","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Gachon University, Seongnam-si, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/IOTM.004.2100182"},{"key":"ref2","article-title":"Flower: A friendly federated learning framework","author":"Beutel","year":"2022","journal-title":"arXiv: 2103.08942"},{"key":"ref3","first-page":"11814","article-title":"FedScale: Benchmarking model and system performance of federated learning at scale","volume-title":"Proc. Mach. Learn. Res.","volume":"162","author":"Lai"},{"key":"ref4","volume-title":"FATE","year":"2023"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jcim.9b01039"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3143842"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-11723-8_9"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v42i2.15095"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2945367"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3510033"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/WAIN52551.2021.00024"},{"issue":"5","key":"ref12","first-page":"143","article-title":"MLOps scaling machine learning lifecycle in an industrial setting","volume":"16","author":"Zhao","year":"2022","journal-title":"Int. J. Ind. Manuf. Eng."},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3124599"},{"key":"ref14","first-page":"429","article-title":"Federated optimization in heterogeneous networks","volume-title":"Proc. Mach. Learn. Syst.","author":"Li"},{"key":"ref15","first-page":"1","article-title":"Adaptive federated optimization","volume-title":"Proc. ICLR","author":"Reddi"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3013541"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/s21010167"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/info11070363"},{"key":"ref19","volume-title":"Kubernetes: Production-Grade Container Orchestration","year":"2022"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2021.3052837"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/app10134674"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s13198-021-01195-8"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/MERCon.2018.8421965"},{"key":"ref24","volume-title":"Spinnaker: Continuous Delivery Platform for Enterprise","year":"2022"},{"key":"ref25","volume-title":"Jenkins X: Continuous Delivery for Kubernetes","author":"Jenkins","year":"2022"},{"key":"ref26","volume-title":"Tekton: The Kubernetes-Native Continuous Integration and Delivery Solution","year":"2022"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICOIACT53268.2021.9563984"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/SEAA53835.2021.00050"},{"key":"ref29","volume-title":"A pache Airflow","year":"2023"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10122960.pdf?arnumber=10122960","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T05:05:31Z","timestamp":1709269531000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10122960\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3275439","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}