{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T16:04:56Z","timestamp":1770739496389,"version":"3.49.0"},"reference-count":45,"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:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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":["IEEE Trans. Netw. Serv. Manage."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tnsm.2026.3654534","type":"journal-article","created":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T20:40:36Z","timestamp":1768423236000},"page":"2190-2209","source":"Crossref","is-referenced-by-count":0,"title":["Hypergraph Representation Learning-Based xApp for Traffic Steering in 6G O-RAN Closed-Loop Control"],"prefix":"10.1109","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8753-5467","authenticated-orcid":false,"given":"Shagufta","family":"Henna","sequence":"first","affiliation":[{"name":"Atlantic Technological University, Letterkenny, Ireland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7341-9078","authenticated-orcid":false,"given":"Upaka","family":"Rathnayake","sequence":"additional","affiliation":[{"name":"Atlantic Technological University, Sligo, Ireland"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.1900287"},{"key":"ref2","volume-title":"O-RAN AI\/ML Workflow Description Requirements\u2014V1.01","year":"2020"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.101.2001120"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.7509383"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2020.3029553"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2016.7880982"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2977773"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3109269"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/VTCSpring.2016.7504436"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3084912"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3254903"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/jsac.2023.3336183"},{"key":"ref13","first-page":"1024","article-title":"Inductive representation learning on large graphs","volume-title":"Proc. NIPS","author":"Hamilton"},{"key":"ref14","first-page":"5165","article-title":"Link prediction based on graph neural networks","volume-title":"Proc. Int. Conf. Adv. Neural Inf. Process. Syst.","author":"Zhang"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3097996"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330961"},{"key":"ref17","article-title":"HyperSAGE: Generalizing inductive representation learning on hypergraphs","author":"Arya","year":"2020","journal-title":"arXiv:2010.04558"},{"key":"ref18","first-page":"1","article-title":"Variational graph auto-encoders","volume-title":"Proc. NIPS Workshop Bayesian Deep Learn.","author":"Kipf"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900664"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900411"},{"key":"ref21","volume-title":"Study on New Radio Access Technology: Radio Access Architecture and Interfaces, Version 14.0.0","year":"2017"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/MCOMSTD.101.2000014"},{"key":"ref23","volume-title":"O-RAN Architecture Description 5.00","year":"2021"},{"key":"ref24","volume-title":"Synchronization Architecture and Solution Specification 2.0","year":"2021"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.108.2100659"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3458864.3466912"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3389\/frcmn.2023.1127039"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1700483"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.3020582"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3105446"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2021.3128637"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2021.12.015"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/11533719_72"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3080635"},{"key":"ref35","article-title":"CRAWDAD dataset eurecom\/elasticmon5g2019 (v. 2019-08-29)","author":"Vasilakos","year":"2019"},{"key":"ref36","volume-title":"Hypergraph Neural Networks (HGNN) With DGL\u2019s Sparse Matrix APIs","year":"2023"},{"key":"ref37","volume-title":"FlexRAN: Programmable Radio Access Network Platform","year":"2025"},{"key":"ref38","volume-title":"OpenAirInterface RAN Snap Package","year":"2025"},{"key":"ref39","volume-title":"Eurecom\/elasticmon5G2019","author":"Koksal","year":"2019"},{"key":"ref40","volume-title":"DGL Library: Deep Graph Library for Python","year":"2025"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3696410.3714586"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/netsoft64993.2025.11080591"},{"key":"ref43","volume-title":"The FCC 6G Report: Spectrum, Policy, and Future Network Architecture","year":"2025"},{"key":"ref44","article-title":"Self-organizing networks and RAN intelligent control\u20142025","author":"Sarantopoulos","year":"2025"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2024.3396273"}],"container-title":["IEEE Transactions on Network and Service Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/4275028\/11319294\/11353421.pdf?arnumber=11353421","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,9]],"date-time":"2026-02-09T21:06:03Z","timestamp":1770671163000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11353421\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":45,"URL":"https:\/\/doi.org\/10.1109\/tnsm.2026.3654534","relation":{},"ISSN":["1932-4537","2373-7379"],"issn-type":[{"value":"1932-4537","type":"electronic"},{"value":"2373-7379","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}