A Survey of Intelligent End-to-End Networking Solutions: Integrating Graph Neural Networks and Deep Reinforcement Learning Approaches
This paper provides a comprehensive survey of the integration of graph neural networks
(GNN) and deep reinforcement learning (DRL) in end-to-end (E2E) networking solutions …
(GNN) and deep reinforcement learning (DRL) in end-to-end (E2E) networking solutions …
Unveiling the 5G Frontier: Navigating Challenges, Applications, and Measurements in Channel Models and Implementations
In the epoch of the fifth generation (5G) of wireless communication, this survey article
illuminates the nuanced landscape of 5G Channel Measurements and Models. It …
illuminates the nuanced landscape of 5G Channel Measurements and Models. It …
Throughput and latency targeted RL spectrum allocation in heterogeneous OTN
The increased adoption and development of 5 G-based services have greatly increased the
dynamic nature of traffic, including types, sizes, and requirements. Flex-grid elastic optical …
dynamic nature of traffic, including types, sizes, and requirements. Flex-grid elastic optical …
6G-based Intelligent, Context-Aware, and Trustworthy User-Centric Healthcare Applications
This paper explores the role of 6G for realizing intelligent and context-aware user-centric
healthcare applications with a focus on stress-induced depressive disorders. It addresses …
healthcare applications with a focus on stress-induced depressive disorders. It addresses …
Encoder Decoder-Based Virtual Physically Unclonable Function for Internet of Things Device Authentication Using Split-Learning
Abstract Internet of Things (IoT) networks have been deployed widely because of
contemporary methods in which devices communicate. Device authentication in IoT …
contemporary methods in which devices communicate. Device authentication in IoT …
[PDF][PDF] Design of AI-based Digital Twin Network for Multimedia Service Provisioning
In the era of pervasive connectivity, the effective provisioning of multimedia services surely
represents a cornerstone challenge for both infrastructure and service providers. Given the …
represents a cornerstone challenge for both infrastructure and service providers. Given the …