Asynchronous deep reinforcement learning for data-driven task offloading in MEC-empowered vehicular networks
Mobile edge computing (MEC) has been an effective paradigm to support real-time
computation-intensive vehicular applications. However, due to highly dynamic vehicular …
computation-intensive vehicular applications. However, due to highly dynamic vehicular …
Contract-theoretic approach for delay constrained offloading in vehicular edge computing networks
Abstract Mobile Edge Computing (MEC) is a promising solution to improve vehicular
services through offloading computation to cloud servers in close proximity to mobile …
services through offloading computation to cloud servers in close proximity to mobile …
A probabilistic approach for cooperative computation offloading in MEC-assisted vehicular networks
Mobile edge computing (MEC) has been an effective paradigm for supporting computation-
intensive applications by offloading resources at network edge. Especially in vehicular …
intensive applications by offloading resources at network edge. Especially in vehicular …
Matching-based task offloading for vehicular edge computing
P Liu, J Li, Z Sun - IEEE Access, 2019 - ieeexplore.ieee.org
Vehicular edge computing has emerged as a promising technology to accommodate the
tremendous demand for data storage and computational resources in vehicular networks. By …
tremendous demand for data storage and computational resources in vehicular networks. By …
Distributed task replication for vehicular edge computing: Performance analysis and learning-based algorithm
In a vehicular edge computing (VEC) system, vehicles can share their surplus computation
resources to provide cloud computing services. The highly dynamic environment of the …
resources to provide cloud computing services. The highly dynamic environment of the …
[HTML][HTML] Joint computation offloading and resource allocation in vehicular edge computing networks
Abstract Vehicular Edge Computing (VEC) is a promising technique to accommodate the
computation-intensive and delay-sensitive tasks through offloading the tasks to the …
computation-intensive and delay-sensitive tasks through offloading the tasks to the …
Dependency-aware task offloading and service caching in vehicular edge computing
Q Shen, BJ Hu, E Xia - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
With the emergence of computation-intensive vehicular applications, vehicular edge
computing (VEC) offers a new paradigm to augment the capabilities of vehicles. In this …
computing (VEC) offers a new paradigm to augment the capabilities of vehicles. In this …
Mobility and Deadline-Aware Task Scheduling Mechanism for Vehicular Edge Computing
JBD da Costa, AM de Souza… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Vehicular Edge Computing (VEC) is a promising paradigm that provides cloud computing
services closer to vehicular users. In VEC, vehicles and communication infrastructures can …
services closer to vehicular users. In VEC, vehicles and communication infrastructures can …
Dynamic edge computation offloading for internet of vehicles with deep reinforcement learning
Recent developments in the Internet of Vehicles (IoV) enabled the myriad emergence of a
plethora of data-intensive and latency-sensitive vehicular applications, posing significant …
plethora of data-intensive and latency-sensitive vehicular applications, posing significant …
Task offloading in vehicular mobile edge computing: A matching-theoretic framework
Mobile edge computing (MEC) is an emerging technology that leverages computing,
storage, and network resources deployed in the proximity of users to offload terminals from …
storage, and network resources deployed in the proximity of users to offload terminals from …