{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T06:50:47Z","timestamp":1766472647867,"version":"3.48.0"},"reference-count":20,"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"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,27]]},"DOI":"10.23919\/cnsm67658.2025.11297492","type":"proceedings-article","created":{"date-parts":[[2025,12,22]],"date-time":"2025-12-22T18:40:10Z","timestamp":1766428810000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["A Lightweight Deep Learning Approach for Latency Prediction in 5G and Beyond"],"prefix":"10.23919","author":[{"given":"Stefania","family":"Zinno","sequence":"first","affiliation":[{"name":"DISS, DIETI Universit&#x00E0; degli Studi di Napoli Federico II,Napoli,Italy,80125"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Annalisa","family":"Navarro","sequence":"additional","affiliation":[{"name":"DISS, DIETI Universit&#x00E0; degli Studi di Napoli Federico II,Napoli,Italy,80125"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sayna","family":"Rotbei","sequence":"additional","affiliation":[{"name":"DISS, DIETI Universit&#x00E0; degli Studi di Napoli Federico II,Napoli,Italy,80125"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicola","family":"Pasquino","sequence":"additional","affiliation":[{"name":"DISS, DIETI Universit&#x00E0; degli Studi di Napoli Federico II,Napoli,Italy,80125"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alessio","family":"Botta","sequence":"additional","affiliation":[{"name":"DISS, DIETI Universit&#x00E0; degli Studi di Napoli Federico II,Napoli,Italy,80125"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Giorgio","family":"Ventre","sequence":"additional","affiliation":[{"name":"DISS, DIETI Universit&#x00E0; degli Studi di Napoli Federico II,Napoli,Italy,80125"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"first-page":"2025","article-title":"Overview of AI\/ML related Work in 3GPP","year":"2025","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.011.1900630"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3703629"},{"key":"ref4","first-page":"1","article-title":"A Load Balancing Algorithm against DDoS attacks in beyond 3G wireless networks","volume-title":"2014 Euro Med Telco Conference - From Network Infrastructures to Network Fabric: Revolution at the Edges, EMTC 2014","author":"Zinno"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICUFN49451.2021.9528756"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"111235","DOI":"10.1016\/j.comnet.2025.111235","article-title":"Real-time latency prediction for cloud gaming applications","volume":"264","author":"Monaco","year":"2025","journal-title":"Computer Networks"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICC42927.2021.9500495"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"200425","DOI":"10.1016\/j.iswa.2024.200425","article-title":"Attention mechanism enhanced LSTM networks for latency prediction in deterministic MEC networks","volume":"23","author":"Zou","year":"2024","journal-title":"Intelligent Systems with Applications"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"112103","DOI":"10.1016\/j.asoc.2024.112103","article-title":"Enhancing mobility management in 5G networks using deep residual LSTM model","volume":"165","author":"Baz","year":"2024","journal-title":"Applied Soft Computing"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"110185","DOI":"10.1016\/j.comnet.2024.110185","article-title":"Adaptive contrastive learning based network latency prediction in 5 G URLLC scenarios","volume":"240","author":"Cai","year":"2024","journal-title":"Computer Networks"},{"issue":"20","key":"ref11","doi-asserted-by":"crossref","DOI":"10.3390\/s24206542","article-title":"Performance Analysis and Prediction of 5G Round-Trip Time Based on the VMD-LSTM Method","volume":"24","author":"Zhu","year":"2024","journal-title":"Sensors"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICC45041.2023.10279195"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ISCC58397.2023.10218091"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/METROI4.2018.8428318"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/I2MTC.2017.7969854"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/I2MTC43012.2020.9129223"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1201.0490"},{"journal-title":"2015, software available from tensorflow.org.","article-title":"TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems","author":"M. A","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2022.101845"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3321\/j.issn:0529-6579.2007.z1.029"}],"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\/11297492.pdf?arnumber=11297492","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T06:49:01Z","timestamp":1766472541000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11297492\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,27]]},"references-count":20,"URL":"https:\/\/doi.org\/10.23919\/cnsm67658.2025.11297492","relation":{},"subject":[],"published":{"date-parts":[[2025,10,27]]}}}