no code implementations • 26 Apr 2024 • Xunzheng Zhang, Shadi Moazzeni, Juan Marcelo Parra-Ullauri, Reza Nejabati, Dimitra Simeonidou
The increasing concerns of knowledge transfer and data privacy challenge the traditional gather-and-analyse paradigm in networks.
no code implementations • 8 Jan 2024 • Juan Marcelo Parra-Ullauri, Xunzheng Zhang, Anderson Bravalheri, Yulei Wu, Reza Nejabati, Dimitra Simeonidou
Extensive research is underway to meet the hyper-connectivity demands of 6G networks, driven by applications like XR/VR and holographic communications, which generate substantial data requiring network-based processing, transmission, and analysis.
no code implementations • 14 Dec 2023 • Xenofon Vasilakos, Shadi Moazzeni, Anderson Bravalheri, Pratchaya Jaisudthi, Reza Nejabati, Dimitra Simeonidou
Leveraging the potential of Virtualised Network Functions (VNFs) requires a clear understanding of the link between resource consumption and performance.
no code implementations • 26 Oct 2023 • Haiyuan Li, Yuelin Liu, Xueqing Zhou, Xenofon Vasilakos, Reza Nejabati, Shuangyi Yan, Dimitra Simeonidou
At the edge, dynamic computing requests require advanced resource management for adaptive network slicing, including resource allocations, function scaling and load balancing to utilize only the necessary resources in resource-constraint networks.
no code implementations • 4 Oct 2016 • Kyriakos Sideris, Reza Nejabati, Dimitra Simeonidou
Network complexity is increasing, making network control and orchestration a challenging task.