{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T11:56:29Z","timestamp":1766058989333,"version":"3.48.0"},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"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":[[2025,9,1]]},"DOI":"10.1109\/pimrc62392.2025.11274598","type":"proceedings-article","created":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T18:33:25Z","timestamp":1765564405000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["State Aware Traffic Generation for Real-Time Network Digital Twins"],"prefix":"10.1109","author":[{"given":"Enes","family":"Koktas","sequence":"first","affiliation":[{"name":"Karlsruhe Institute of Technology,Communications Engineering Lab,Karlsruhe,Germany"}]},{"given":"Peter","family":"Rost","sequence":"additional","affiliation":[{"name":"Karlsruhe Institute of Technology,Communications Engineering Lab,Karlsruhe,Germany"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2022.3208773"},{"key":"ref2","article-title":"Network digital twin: Concepts and reference architecture","volume-title":"Internet Engineering Task Force, Internet-Draft draft-irtf-nmrg-network-digital-twin-arch-05","author":"Zhou","year":"2024"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3672198.3673792"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3149050"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3419394.3423643"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9148946"},{"key":"ref7","first-page":"156","article-title":"Flow-based network traffic generation using generative adversarial networks","volume-title":"Computers & Security","volume":"82","author":"Ring","year":"2019"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3664655"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/PRDC50213.2020.00018"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM48099.2022.10000731"},{"key":"ref11","first-page":"TEI2.3.1","article-title":"IP traffic generator based on hidden Markov models","volume-title":"Proceedings of 4th International Conference on Electrical, Electronics and Computing Engineering (IcETRAN)","author":"Red\u017eovi\u0107"},{"article-title":"Mixture density networks","volume-title":"1994, technical report","author":"Bishop","key":"ref12"},{"key":"ref13","article-title":"A gentle tutorial of the EM algorithm and its applications to parameter estimation for Gaussian mixture and hidden Markov models","volume-title":"Tech. Rep. TR-97 - 021","author":"Bilmes","year":"1997"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/5.18626"},{"year":"2017","key":"ref15","article-title":"Weights & Biases"},{"key":"ref16","article-title":"Network traffic generation for evaluation of intrusion detection tools","volume-title":"Theses","author":"Schoen","year":"2024"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1080\/1206212x.2023.2191072"}],"event":{"name":"2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","start":{"date-parts":[[2025,9,1]]},"location":"Istanbul, Turkiye","end":{"date-parts":[[2025,9,4]]}},"container-title":["2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11274530\/11274549\/11274598.pdf?arnumber=11274598","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T11:53:47Z","timestamp":1766058827000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11274598\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,1]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/pimrc62392.2025.11274598","relation":{},"subject":[],"published":{"date-parts":[[2025,9,1]]}}}