{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T06:49:48Z","timestamp":1766472588988,"version":"3.48.0"},"reference-count":15,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T00:00:00Z","timestamp":1761523200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T00:00:00Z","timestamp":1761523200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100009950","name":"Ministry of Education","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100009950","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,27]]},"DOI":"10.23919\/cnsm67658.2025.11297458","type":"proceedings-article","created":{"date-parts":[[2025,12,22]],"date-time":"2025-12-22T18:40:10Z","timestamp":1766428810000},"page":"1-5","source":"Crossref","is-referenced-by-count":0,"title":["QoS and Capacity Prediction for 5G Network Slicing"],"prefix":"10.23919","author":[{"given":"Nathalie Romo","family":"Moreno","sequence":"first","affiliation":[{"name":"Deutsche Telekom AG"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Felix","family":"Dsouza","sequence":"additional","affiliation":[{"name":"Deutsche Telekom AG"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andreas","family":"Kassler","sequence":"additional","affiliation":[{"name":"Deggendorf Institute of Technology (THD),Faculty of Applied Computer Science,Deggendorf,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Florian","family":"Pullem","sequence":"additional","affiliation":[{"name":"Deutsche Telekom AG"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bangnan","family":"Xu","sequence":"additional","affiliation":[{"name":"Deutsche Telekom AG"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Markus","family":"Amend","sequence":"additional","affiliation":[{"name":"Deutsche Telekom AG"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Changsoon","family":"Choi","sequence":"additional","affiliation":[{"name":"Deutsche Telekom AG"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"year":"2017","key":"ref1","article-title":"An Introduction to Network Slicing"},{"article-title":"Machine Learning Methods for Spectral Efficiency Prediction in Massive MIMO Systems","year":"2021","author":"Bobrov","key":"ref2"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC51071.2022.9771696"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11040626"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2922668"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3323679.3326521"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/j.1538-7305.1948.tb01338.x"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2020.2983857"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2025.110934"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2021.03.088"},{"article-title":"An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling","year":"2018","author":"Bai","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9534351"},{"article-title":"Time Series Data Augmentation for Deep Learning: A Survey","year":"2020","author":"Wen","key":"ref13"},{"year":"2020","key":"ref14","article-title":"TS 138104 - V16.4.0 5G; NR; Base Station (BS) radio transmission and reception (3GPP TS 38.104 version 16.4.0 Release 16)"},{"year":"2020","key":"ref15","article-title":"TS 138 211-V16.2.0-5G; NR; Physical channels and modulation (3GPP TS 38.211 version 16.2.0 Release 16)"}],"event":{"name":"2025 21st International Conference on Network and Service Management (CNSM)","start":{"date-parts":[[2025,10,27]]},"location":"Bologna, Italy","end":{"date-parts":[[2025,10,31]]}},"container-title":["2025 21st International Conference on Network and Service Management (CNSM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11297200\/11297407\/11297458.pdf?arnumber=11297458","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T06:45:33Z","timestamp":1766472333000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11297458\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,27]]},"references-count":15,"URL":"https:\/\/doi.org\/10.23919\/cnsm67658.2025.11297458","relation":{},"subject":[],"published":{"date-parts":[[2025,10,27]]}}}