Network Slice-Enabled Federated Learning for Collaborative Traffic Perception in Vehicular Edge Computing
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3608561
Abstract: This paper presents a novel network slice-enabled federated learning framework for collaborative traffic perception in vehicular edge computing environments. The proposed approach integrates channel-aware federated learning with intelligent resource allocation to enhance perception performance across… read more here.
Keywords: resource; perception; network slice; slice enabled ... See more keywords
To DASH, or Not to DASH? Optimal Video Bitrate Selection and Edge Network Caching in MEC-Empowered Slice-Enabled Networks
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2023.3329662
Abstract: An increasing body of works highlight that Dynamic adaptive streaming over HTTP (DASH) can negatively impact the user Quality of Experience (QoE) in cache-enabled networks. Besides, network-agnostic DASH cannot fully harness the potential of slice-enabled… read more here.
Keywords: edge network; mec empowered; dash; slice enabled ... See more keywords