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Socialized learning: A survey of the paradigm shift for edge intelligence in networked systems
Amidst the robust impetus from artificial intelligence (AI) and big data, edge intelligence (EI)
has emerged as a nascent computing paradigm, synthesizing AI with edge computing (EC) …
has emerged as a nascent computing paradigm, synthesizing AI with edge computing (EC) …
Location-aware and delay-minimizing task offloading in vehicular edge computing networks
Y **a, H Zhang, X Zhou, D Yuan - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Vehicular edge computing (VEC) has been reported as a new computation paradigm to
meet the low-latency requirement in vehicular networks. In this article, we study a novel …
meet the low-latency requirement in vehicular networks. In this article, we study a novel …
Blockchain enabled task offloading based on edge cooperation in the digital twin vehicular edge network
C Li, Q Chen, M Chen, Z Su, Y Ding, D Lan… - Journal of Cloud …, 2023 - Springer
The rapid development of the Internet of Vehicles (IoV) along with the emergence of
intelligent applications have put forward higher requirements for massive task offloading …
intelligent applications have put forward higher requirements for massive task offloading …
Mobility and dependency-aware task offloading for intelligent assisted driving in vehicular edge computing networks
Y Li, C Yang, X Chen, Y Liu - Vehicular Communications, 2024 - Elsevier
Intelligent assisted driving is an important application in vehicular edge computing networks
(VECNs). In the intelligent transportation system (ITS), a group of moving vehicle users need …
(VECNs). In the intelligent transportation system (ITS), a group of moving vehicle users need …
Two-timescale joint service caching and resource allocation for task offloading with edge–cloud cooperation
Y Li, H Wang, J Sun, H Lv, W Zheng, G Feng - Computer Networks, 2024 - Elsevier
Task offloading with edge–cloud cooperation has emerged as a pivotal solution for meeting
the intricate array of application coupled with dynamically evolving business demand in 6G …
the intricate array of application coupled with dynamically evolving business demand in 6G …
Deep Reinforcement Learning-Based Task Offloading for Vehicular Edge Computing With Flexible RSU-RSU Cooperation
W Fan, Y Zhang, G Zhou, Y Liu - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Vehicle edge computing (VEC) acts as an enhancement to provide low latency and low
energy consumption for internet of vehicles (IoV) applications. Mobility of vehicles and load …
energy consumption for internet of vehicles (IoV) applications. Mobility of vehicles and load …
Collaborative Edge Intelligence for Autonomous Vehicles: Opportunities and Challenges
In this paper, we introduce collaborative edge intelligence (CEI), a novel distributed
computing paradigm, to support ultra-low latency and large-scale deployment of …
computing paradigm, to support ultra-low latency and large-scale deployment of …
Enhancing cybersecurity and privacy protection for cloud computing-assisted vehicular network of autonomous electric vehicles: applications of machine learning
Due to developments in vehicle engineering and communication technologies, vehicular
networks have become an attractive and feasible solution for the future of electric …
networks have become an attractive and feasible solution for the future of electric …
Joint Partial Offloading and Resource Allocation for Vehicular Federated Learning Tasks
In the foreseeable Intelligent Transportation System, Intelligent Connected Vehicles (ICVs)
will play an important role in improving travel efficiency and safety. However, it is …
will play an important role in improving travel efficiency and safety. However, it is …
Game theory-based vehicle selection and channel scheduling for federated learning in vehicular edge networks
T Gao, Y Ni, H Tao, Z Du, Z Zhu - Computer Networks, 2025 - Elsevier
In the last decade, Intelligent Transportation System (ITS) has benefited from the rapid
development of advanced computing and communication technology. From the perspective …
development of advanced computing and communication technology. From the perspective …