{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T15:55:48Z","timestamp":1781798148504,"version":"3.54.5"},"reference-count":16,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,6,1]],"date-time":"2021-06-01T00:00:00Z","timestamp":1622505600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,6,1]],"date-time":"2021-06-01T00:00:00Z","timestamp":1622505600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,6,1]],"date-time":"2021-06-01T00:00:00Z","timestamp":1622505600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,6]]},"DOI":"10.1109\/iccworkshops50388.2021.9473530","type":"proceedings-article","created":{"date-parts":[[2021,7,9]],"date-time":"2021-07-09T20:08:20Z","timestamp":1625861300000},"page":"1-7","source":"Crossref","is-referenced-by-count":17,"title":["System Failure Prediction within Software 5G Core Networks using Time Series Forecasting"],"prefix":"10.1109","author":[{"given":"Pousali","family":"Chakraborty","sequence":"first","affiliation":[{"name":"Fraunhofer Fokus Institute,Berlin,Germany,10589"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marius","family":"Corici","sequence":"additional","affiliation":[{"name":"Fraunhofer FOKUS Institute,Berlin,Germany,10589"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thomas","family":"Magedanz","sequence":"additional","affiliation":[{"name":"Fraunhofer FOKUS Institute,Berlin,Germany,10589"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICSPCS50536.2020.9310033"},{"key":"ref11","article-title":"Open5GCore – The Next Mobile Core Network Testbed Platform","author":"fokus","year":"0"},{"key":"ref12","article-title":"Paving the Way for Local and Industrial 5G Networks and Testbeds","author":"corici","year":"2019"},{"key":"ref13","article-title":"Applying multiple time series data mining to large-scale network traffic analysis","author":"he","year":"2008","journal-title":"2008 IEEE Conference on Cybernetics and Intelligent Systems"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICUFN.2019.8806155"},{"key":"ref15","article-title":"LSTM recurrent neural network (RNN) for anomaly detection in cellular mobile networks","author":"mamun","year":"2018","journal-title":"International Conference on Machine Learning for Networking"},{"key":"ref16","first-page":"1","article-title":"Attacks and failures prediction framework for a collaborative 5G mobile network","author":"benslimen","year":"2021","journal-title":"Computing"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS.2016.7502814"},{"key":"ref3","doi-asserted-by":"crossref","DOI":"10.1109\/GLOCOM.1993.318226","article-title":"Traffic prediction using neural networks","author":"yu","year":"1993","journal-title":"Proceedings of GLOBECOM’93 IEEE Global Telecommunications Confer- ence"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/FTCS.1990.89362"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/VETECF.2008.310"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1080\/00031305.2017.1380080"},{"key":"ref7","article-title":"Components of Time Series","author":"brownlee","year":"2019"},{"key":"ref2","article-title":"Distinguishing features - and high level requirements of 5G\/IMT-2020 networks","author":"carugi","year":"2019"},{"key":"ref1","article-title":"System Architecture for the 5G System","year":"0"},{"key":"ref9","article-title":"Architectural framework for machine learning in future networks including IMT-2020","year":"2019"}],"event":{"name":"2021 IEEE International Conference on Communications Workshops (ICC Workshops)","location":"Montreal, QC, Canada","start":{"date-parts":[[2021,6,14]]},"end":{"date-parts":[[2021,6,23]]}},"container-title":["2021 IEEE International Conference on Communications Workshops (ICC Workshops)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9473476\/9473480\/09473530.pdf?arnumber=9473530","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:42:57Z","timestamp":1652197377000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9473530\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6]]},"references-count":16,"URL":"https:\/\/doi.org\/10.1109\/iccworkshops50388.2021.9473530","relation":{},"subject":[],"published":{"date-parts":[[2021,6]]}}}