@ NOMS 2024 - 10 May 2024, Seoul, South Korea
All times in Anywhere on Earth (AoE) timezone.
Beyond 5G and 6G wireless systems are expected to handle significantly increased data rates, provide ultra-low latency and enhanced connectivity to massive numbers of devices, and bring improvements in network energy efficiency. This new generation of networking systems aims to be fully autonomous networks (AN) with management capabilities, such as self-configuration, self-healing, self-optimizing, and self-evolving aspects, that today’s networks do not support as their management is largely manual with some automated assistance.
This workshop focuses on novel research in algorithms, architectures, approaches, and applications in the autonomous management of 5G and 6G systems. We encourage original paper submissions from academia and industry presenting work in progress or novel research on the most recent advances, frameworks, models, and approaches for management of autonomous networks using enabling techniques, such as AI/ML, virtualisation, and blockchain. We are also interested in articles revising the state-of-the-art of this topic, showing recent major advances and discoveries, significant gaps in the research, current standardization status, and new future issues.
We invite submissions of original research papers, as well as vision papers and experience reports.
The aim of the workshop is to share new findings, exchange ideas and discuss research challenges on the following topics (not an exhaustive list):
(more info about the venue here)
Time | Title | Details |
---|---|---|
09.00-09.15 | Welcome | |
09.15-10.30 | Technical Session 1 - ANMS | |
Enabling 6G Campus Networks Intelligent Control with Digital Twin: A case study | Zied Ennaceur,Mounir Bensalem,Cao Vien Phung,André Costa Drummond,Admela Jukan | |
A Design and Development of Operator for Logical Kubernetes Cluster over Distributed Clouds | Thanh-Nguyen Nguyen,Jangwon Lee,Younghan Kim | |
Policy Compression for Low-Power Intelligent Scaling in Software-Based Network Architectures | Thomas Avé , Paola Soto-Arenas , Miguel Camelo, Tom De Schepper , Kevin Mets | |
10:30-11.00 | Coffee Break | |
11.00-12.30 | Technical Session 2 - TNT | |
Towards Autonomous Networks-Applying Digital Twin to 5G Xhaul Telecom Equipment Configuration Dynamic Management | Chueh Pai Lee, Zheng Lei, Min Tzu Liao | |
Towards a Partial Computation offloading in In-networking Computing-Assisted MEC: A Digital Twin Approach | Ibrahim Aliyu, Awwal Arigi, Seungmin Ho, Tai-Won Um, Jinsul Kim | |
Design of an AI-driven Network Digital Twin for advanced 5G-6G network management | Amit Karamchandani, Mario Sanz, Angela Burgaleta, Luis de la Cal, Alberto Mozo, Jose Ignacio Moreno, Antonio Pastor, Diego Lopez | |
DigSiNet: Using Multiple Digital Twins to Provide Rhythmic Network Consistency | Sebastian Rieger, Leon-Niklas Lux, Jannik Schmitt, Martin Stiemerling | |
12:30-14.00 | Lunch Break | |
11.00-12.30 | Technical Session 3 - QoDaNet | |
Peaking Beyond the Best Route: An Extensive Dataset for Looking Glasses | ||
Analysis of Statistical Distribution Changes of Input Features in Network Traffic Classification Domain | ||
14.45-15.30 | Technical Session 4 - Demos | |
Demo 1 | DigSiNet: Using Multiple Digital Twins to Provide Rhythmic Network Consistency | |
15:30-15.00 | Coffee Break | |
16.00-16.45 | Technical Session 5 - Pannel: Trends in Autonomous Networks Management, Digital Twins, and Data | |
16:45-17.15 | Q&A and Open Discussion | |
17:15 | Closing Remarks |
Paper submissions must present original, unpublished research or experiences. Only original papers that have not been published or submitted for publication elsewhere can be submitted. Each submission must be written in English, accompanied by a 75 to 200 words abstract that clearly outlines the scope and contributions of the paper.
Maximum paper lengths, including title, abstract, all figures, tables, and references, are:
Submissions must be in IEEE 2-column style and follow the style guide. Self-plagiarized papers will be rejected without further review - see IEEE’s policies regarding plagiarism and self-plagiarism are available here.
Authors should submit their papers via JEMS: submission link
Extended versions of the best paper(s) may be considered for fast-tracking to the Journal of Network and Systems Management IF: 2.026 (to be confirmed)