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AI-Native Network Slicing for 6G Networks

18 May 2021

Papers citing "AI-Native Network Slicing for 6G Networks"

24 / 24 papers shown

Title
A Representation Learning Approach to Feature Drift Detection in Wireless Networks Athanasios Tziouvaras Blaž Bertalanič George Floros Kostas Kolomvatsos Panagiotis Sarigiannidis Carolina Fortuna 48 0 0 15 May 2025
Learning to Slice Wi-Fi Networks: A State-Augmented Primal-Dual Approach Yiugit Berkay Uslu Roya Doostnejad Alejandro Ribeiro Navid Naderializadeh 76 5 0 28 Jan 2025
Slicing for AI: An Online Learning Framework for Network Slicing Supporting AI Services Menna Helmy A. Abdellatif N. Mhaisen Amr M. Mohamed A. Erbad 34 0 0 20 Oct 2024
Variational Source-Channel Coding for Semantic Communication Yulong Feng Jing Xu Liujun Hu Guanghui Yu Xiangyang Duan 81 0 0 26 Sep 2024
Computing Within Limits: An Empirical Study of Energy Consumption in ML Training and Inference Ioannis Mavromatis Kostas Katsaros Aftab Khan 51 2 0 20 Jun 2024
Potentials of the Metaverse for Robotized Applications in Industry 4.0 and Industry 5.0 E. Kaigom 84 2 0 31 Mar 2024
Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things Tinghao Zhang Kwok-Yan Lam Jun Zhao 81 10 0 04 Feb 2024
Federated Learning for 6G: Paradigms, Taxonomy, Recent Advances and Insights Maryam Ben Driss Essaid Sabir H. Elbiaze Walid Saad 80 8 0 07 Dec 2023
Wireless Network Digital Twin for 6G: Generative AI as A Key Enabler Zhenyu Tao Weihong Xu Yongming Huang Xiaoyun Wang Xiaohu You AI4CE 70 40 0 29 Nov 2023
Filling the Missing: Exploring Generative AI for Enhanced Federated Learning over Heterogeneous Mobile Edge Devices Peichun Li Hanwen Zhang Yuan Wu Liping Qian Rong Yu Dusit Niyato X. Shen 81 28 0 21 Oct 2023
Moving Target Defense based Secured Network Slicing System in the O-RAN Architecture Mojdeh Karbalaee Motalleb Chafika Benzaid T. Taleb V. Shah-Mansouri 50 5 0 23 Sep 2023
Explanation-Guided Fair Federated Learning for Transparent 6G RAN Slicing Swastika Roy Hatim Chergui C. Verikoukis FedML 58 3 0 18 Jul 2023
Enhancing Network Slicing Architectures with Machine Learning, Security, Sustainability and Experimental Networks Integration J. S. B. Martins T. Carvalho Rodrigo Moreira Cristiano C. Both Adnei W. Donatti ... L. Sampaio D. Macedo J. de Rezende K. Cardoso F. O. Silva 55 14 0 18 Jul 2023
Edge Learning for 6G-enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses M. Ferrag Othmane Friha B. Kantarci Norbert Tihanyi Lucas C. Cordeiro Merouane Debbah Djallel Hamouda Muna Al-Hawawreh K. Choo 140 50 0 17 Jun 2023
Challenges and Remedies to Privacy and Security in AIGC: Exploring the Potential of Privacy Computing, Blockchain, and Beyond Chuan Chen Zhenpeng Wu Yan-Hao Lai Wen-chao Ou Tianchi Liao Zibin Zheng 136 36 0 01 Jun 2023
Domain Adaptation of Reinforcement Learning Agents based on Network Service Proximity Kaushik Dey S. K. Perepu P. Dasgupta Abir Das 59 1 0 02 Mar 2023
Holistic Network Virtualization and Pervasive Network Intelligence for 6G Xuemin Shen Shen Jie Gao Wen Wu Mushu Li Conghao Zhou W. Zhuang 98 238 0 02 Jan 2023
Model-Driven Deep Learning for Non-Coherent Massive Machine-Type Communications Zhe Ma W. Wu Fei Gao Xuemin X. Shen 46 12 0 02 Jan 2023
Cost-Effective Two-Stage Network Slicing for Edge-Cloud Orchestrated Vehicular Networks Wen Wu Kaige Qu Peng Yang Ning Zhang Xuemin X. Shen W. Zhuang 59 4 0 31 Dec 2022
Less Data, More Knowledge: Building Next Generation Semantic Communication Networks Christina Chaccour Walid Saad Merouane Debbah Zhu Han H. Vincent Poor GNN 3DV 43 131 0 25 Nov 2022
Reinforcement Learning Agent Design and Optimization with Bandwidth Allocation Model R. Reale Joberto S. B. Martins OffRL 62 0 0 23 Nov 2022
Deep Edge Intelligence: Architecture, Key Features, Enabling Technologies and Challenges Prabath Abeysekara Haipeng Dong •. A. K. Qin 40 1 0 24 Oct 2022
VHetNets for AI and AI for VHetNets: An Anomaly Detection Case Study for Ubiquitous IoT Weili Wang Omid Abbasi H. Yanikomeroglu C. Liang Lun Tang Qianbin Chen GNN 57 4 0 14 Oct 2022
MetaSlicing: A Novel Resource Allocation Framework for Metaverse N. Chu D. Hoang Diep N. Nguyen Khoa T. Phan E. Dutkiewicz Dusist Niyato Tao Shu 116 46 0 23 May 2022