Towards Self-learning Edge Intelligence in 6G

Towards Self-learning Edge Intelligence in 6G

1 October 2020

H. Vincent Poor

Papers citing "Towards Self-learning Edge Intelligence in 6G"

19 / 19 papers shown

Title
Joint Source-Channel Coding: Fundamentals and Recent Progress in Practical Designs Deniz Gündüz Michèle A. Wigger Tze-Yang Tung Ping Zhang Yong Xiao 34 13 0 26 Sep 2024
Pragmatic Goal-Oriented Communications under Semantic-Effectiveness Channel Errors Tomás Hüttebräucker Mohamed Sana Emilio Calvanese Strinati 19 3 0 19 Jan 2024
Towards Net-Zero Carbon Emissions in Network AI for 6G and Beyond Peng-Zhen Zhang Yong Xiao Yingyu Li Xiaohu Ge Guangming Shi Yang Yang 27 9 0 18 Sep 2023
Distributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning Approach Yong Xiao Rong Xia Yingyu Li Guangming Shi Diep N. Nguyen D. Hoang Dusit Niyato Marwan Krunz 21 12 0 01 Feb 2023
Time-sensitive Learning for Heterogeneous Federated Edge Intelligence Yong Xiao Xiaohan Zhang Guangming Shi Marwan Krunz Diep N. Nguyen D. Hoang 21 15 0 26 Jan 2023
A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks Chamara Sandeepa Bartlomiej Siniarski N. Kourtellis Shen Wang Madhusanka Liyanage 28 5 0 14 Dec 2022
A Streamlit-based Artificial Intelligence Trust Platform for Next-Generation Wireless Networks Murat Kuzlu Ferhat Ozgur Catak S. Sarp U. Cali O. Gueler 16 8 0 25 Oct 2022
Deep Edge Intelligence: Architecture, Key Features, Enabling Technologies and Challenges Prabath Abeysekara Haipeng Dong •. A. K. Qin 14 0 0 24 Oct 2022
Over-the-Air Split Machine Learning in Wireless MIMO Networks YuZhi Yang Zhaoyang Zhang Yuqing Tian Zhaohui Yang Chongwen Huang C. Zhong Kai‐Kit Wong 13 23 0 07 Oct 2022
Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration Henna Kokkonen Lauri Lovén Naser Hossein Motlagh Abhishek Kumar Juha Partala ... M. Bennis Sasu Tarkoma Schahram Dustdar Susanna Pirttikangas J. Riekki 19 26 0 03 May 2022
Enabling All In-Edge Deep Learning: A Literature Review Praveen Joshi Mohammed Hasanuzzaman Chandra Thapa Haithem Afli T. Scully 21 22 0 07 Apr 2022
Synergy between 6G and AI: Open Future Horizons and Impending Security Risks E. Yaacoub 32 1 0 20 Mar 2022
Reinforcement Learning-Empowered Mobile Edge Computing for 6G Edge Intelligence Pengjin Wei Kun Guo Ye Li Jue Wang W. Feng Shi Jin Ning Ge Ying-Chang Liang 21 45 0 27 Jan 2022
Applications of Explainable AI for 6G: Technical Aspects, Use Cases, and Research Challenges Shen Wang M. Qureshi Luis Miralles-Pechuán Thien Huynh-The Thippa Reddy Gadekallu Madhusanka Liyanage 11 22 0 09 Dec 2021
Semantic Communications With AI Tasks Yang Yang Caili Guo Fangfang Liu Chuanhong Liu Lunan Sun Qizheng Sun Jiujiu Chen 34 36 0 29 Sep 2021
UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach Su Wang Seyyedali Hosseinalipour M. Gorlatova Christopher G. Brinton M. Chiang 30 36 0 29 Jun 2021
Security Concerns on Machine Learning Solutions for 6G Networks in mmWave Beam Prediction Ferhat Ozgur Catak Evren Çatak Murat Kuzlu Umit Cali Devrim Unal AAML 35 44 0 09 May 2021
Spatio-temporal Modeling for Large-scale Vehicular Networks Using Graph Convolutional Networks Juntong Liu Yong Xiao Yingyu Li Guangming Shi Walid Saad H. Vincent Poor GNN 21 3 0 13 Mar 2021
Network Support for High-performance Distributed Machine Learning F. Malandrino C. Chiasserini Nuria Molner Antonio de la Oliva 42 10 0 05 Feb 2021