Federated learning for vehicular internet of things: Recent advances and open issues

Z Du, C Wu, T Yoshinaga, KLA Yau… - IEEE Open Journal of …, 2020 - ieeexplore.ieee.org
Federated learning (FL) is a distributed machine learning approach that can achieve the
purpose of collaborative learning from a large amount of data that belong to different parties …

[HTML][HTML] Blockchain for vehicular Internet of Things: Recent advances and open issues

C Peng, C Wu, L Gao, J Zhang, KL Alvin Yau, Y Ji - Sensors, 2020 - mdpi.com
The vehicular Internet of Things (IoT) comprises enabling technologies for a large number of
important applications including collaborative autonomous driving and advanced …

Multiplicative long short-term memory-based software-defined networking for handover management in 5G network

AK Bandani, S Riyazuddien… - Signal, Image and Video …, 2023 - Springer
In recent years, the 5G network faces more traffic congestion due to the increasing number
of mobile operators. In the networking field, learning methods are widely used to reduce the …

A survey of mobility-aware multi-access edge computing: Challenges, use cases and future directions

R Singh, R Sukapuram, S Chakraborty - Ad Hoc Networks, 2023 - Elsevier
Many mobile and pervasive applications avail cloud services to reduce overheads in on-
device computation. The performance of these services depends on the available bandwidth …

SDN-based service mobility management in MEC-enabled 5G and beyond vehicular networks

SDA Shah, MA Gregory, S Li… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The next-generation mobile cellular networks are dedicated to providing a valued and
unique service experience by supporting ultrareliable and low-latency communication …

Federated Learning Enabled SDN for Routing Emergency Safety Messages (ESMs) in IoV Under 5G Environment

DH Hussein, S Askar - IEEE Access, 2023 - ieeexplore.ieee.org
The emerging fifth-generation (5G) technology towards Internet of Vehicles (IoV) provides
numerous advantages, such as lower levels of latency, stable link connections, and support …

[HTML][HTML] Adaptive handover decision using fuzzy logic for 5G ultra-dense networks

WS Hwang, TY Cheng, YJ Wu, MH Cheng - Electronics, 2022 - mdpi.com
With the explosive increase in traffic volume in fifth-generation (5G) mobile wireless
networks, an ultra-dense network (UDN) architecture, composed of highly concentrated …

Edge AI for Internet of Energy: Challenges and perspectives

Y Himeur, A Sayed, A Alsalemi, F Bensaali, A Amira - Internet of Things, 2023 - Elsevier
The digital landscape of the Internet of Energy (IoE) is on the brink of a revolutionary
transformation with the integration of edge Artificial Intelligence (AI). This comprehensive …

Software‐defined networking in vehicular networks: A survey

T Mekki, I Jabri, A Rachedi… - Transactions on Emerging …, 2022 - Wiley Online Library
Software‐defined networking (SDN) is a new paradigm that consists in decoupling the
control plane from the data plane, which offers the flexibility of configuring and managing …

[HTML][HTML] A brief review of multipath tcp for vehicular networks

L Chao, C Wu, T Yoshinaga, W Bao, Y Ji - Sensors, 2021 - mdpi.com
Multipath TCP (MPTCP) is one of the most important extensions to TCP that enables the use
of multiple paths in data transmissions for a TCP connection. In MPTCP, the end hosts …