{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T16:23:38Z","timestamp":1783009418170,"version":"3.54.5"},"reference-count":65,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Spanish MINECO Program UNICO I+D","award":["TSI-063000-2021-54"],"award-info":[{"award-number":["TSI-063000-2021-54"]}]},{"name":"Spanish MINECO Program UNICO I+D","award":["TSI-063000-2021-55"],"award-info":[{"award-number":["TSI-063000-2021-55"]}]},{"name":"MINECO through the \u201cNextGenerationEU\u201d Program","award":["TSI-063000-2021-121"],"award-info":[{"award-number":["TSI-063000-2021-121"]}]},{"name":"UNITY-6G Project funded by European Union\u2019s Horizon Europe Smart Networks and Services Joint Undertaking Research and Innovation Program","award":["101192650"],"award-info":[{"award-number":["101192650"]}]},{"name":"Swiss State Secretariat for Education, Research and Innovation"},{"name":"European Union\u2019s Horizon 2020 Research and Innovation Program through the Marie Sk\u0142odowska-Curie","award":["861116"],"award-info":[{"award-number":["861116"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/access.2025.3648065","type":"journal-article","created":{"date-parts":[[2025,12,24]],"date-time":"2025-12-24T18:46:53Z","timestamp":1766602013000},"page":"2904-2923","source":"Crossref","is-referenced-by-count":2,"title":["Cloud-Native Multivariate Probabilistic Forecasting for Next-Generation Resource Allocation in O-RAN"],"prefix":"10.1109","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-9262-496X","authenticated-orcid":false,"given":"Vaishnavi","family":"Kasuluru","sequence":"first","affiliation":[{"name":"Centre Tecnològic de Telecomunicacions de Catalunya (CTTC\/CERCA), Castelldefels, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Luis","family":"Blanco","sequence":"additional","affiliation":[{"name":"Centre Tecnològic de Telecomunicacions de Catalunya (CTTC\/CERCA), Castelldefels, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9713-2784","authenticated-orcid":false,"given":"Cristian J.","family":"Vaca-Rubio","sequence":"additional","affiliation":[{"name":"Centre Tecnològic de Telecomunicacions de Catalunya (CTTC\/CERCA), Castelldefels, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3329-0588","authenticated-orcid":false,"given":"Engin","family":"Zeydan","sequence":"additional","affiliation":[{"name":"Centre Tecnològic de Telecomunicacions de Catalunya (CTTC\/CERCA), Castelldefels, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3546-1080","authenticated-orcid":false,"given":"Angelos","family":"Antonopoulos","sequence":"additional","affiliation":[{"name":"Nearby Computing S.L., Barcelona, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Albert","family":"Bel","sequence":"additional","affiliation":[{"name":"Centre Tecnològic de Telecomunicacions de Catalunya (CTTC\/CERCA), Castelldefels, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1049\/wss2.12087"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2023.3239220"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2024.3524641"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/EuCNC\/6GSummit60053.2024.10597068"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.23919\/CNSM62983.2024.10814332"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC59610.2024.10817286"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3190640"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3059896"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.phycom.2021.101415"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3383324"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/s23218792"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2025.3565268"},{"key":"ref13","first-page":"6824","article-title":"High-dimensional multivariate forecasting with low-rank Gaussian copula processes","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"32","author":"Salinas"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-021-06206-0"},{"key":"ref15","volume-title":"O-ran: Towards an open and smart ran","year":"2020"},{"key":"ref16","volume-title":"O-RAN Use Cases and Deployment Scenarios Whitepaper","year":"2023"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2025.111342"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/RIOT.2015.7104910"},{"key":"ref19","volume-title":"Swagger API Documentation","year":"2020"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCS55155.2022.9846266"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3336172"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2846401"},{"key":"ref23","article-title":"Multivariate, multi-step, and spatiotemporal traffic prediction for NextG network slicing under SLA constraints","author":"Tuna","year":"2023","journal-title":"arXiv:2309.03898"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9148738"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3636534.3649380"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/DASC\/PiCom\/CBDCom\/Cy59711.2023.10361376"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.vehcom.2019.100181"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.23919\/JCC.2022.01.016"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2020.102258"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN60899.2024.10650917"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLCN59089.2024.10625184"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3145475"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2017.1600304WC"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3639043"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2021.03.012"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2021.107809"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/MCOMSTD.2025.3575488"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM52122.2024.10621159"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.003.2400016"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CCNC54725.2025.10976108"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2024.3510543"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICC45041.2023.10278569"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3234493"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICTC62082.2024.10826795"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/NoF62948.2024.10741499"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/GCWkshps56602.2022.10008506"},{"key":"ref47","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4842-1305-6","volume-title":"Api management: An Architect\u2019S Guide to Developing and Managing Apis for Your Organization","author":"De","year":"2017"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3336190"},{"key":"ref49","volume-title":"Development of a serverless restful API","author":"Hagelberg","year":"2023"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2023.3292986"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3311888"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3332964"},{"key":"ref53","article-title":"A comprehensive tutorial and survey of O-RAN: Exploring slicing-aware architecture, deployment options, use cases, and challenges","author":"Alam","year":"2024","journal-title":"arXiv:2405.03555"},{"issue":"239","key":"ref54","first-page":"2","article-title":"Docker: Lightweight Linux containers for consistent development and deployment","volume":"2014","author":"Merkel","year":"2014","journal-title":"Linux j"},{"key":"ref55","volume-title":"Designing APIs With Swagger and OpenAPI","author":"Ponelat","year":"2022"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.physd.2019.132306"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35407-6_3"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2019.07.001"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/MeditCom58224.2023.10266607"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2024.01.005"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3218158"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.3389\/fenrg.2024.1369606"},{"key":"ref63","doi-asserted-by":"crossref","DOI":"10.2139\/ssrn.5159166","volume-title":"Natural inflow forecasting in hydroelectric power plants using hypertuned TFT with Hodrick\u2013Prescott filter","author":"Muniz","year":"2025"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/s00362-021-01276-7"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1145\/3543511"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/11323511\/11314488.pdf?arnumber=11314488","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,12]],"date-time":"2026-01-12T22:03:35Z","timestamp":1768255415000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11314488\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":65,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3648065","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}