Adaptive learning-based task offloading for vehicular edge computing systems
The vehicular edge computing system integrates the computing resources of vehicles, and
provides computing services for other vehicles and pedestrians with task offloading …
provides computing services for other vehicles and pedestrians with task offloading …
Computation offloading in heterogeneous vehicular edge networks: On-line and off-policy bandit solutions
A Bozorgchenani, S Maghsudi… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the rapid advancement of intelligent transportation systems (ITS) and vehicular
communications, vehicular edge computing (VEC) is emerging as a promising technology to …
communications, vehicular edge computing (VEC) is emerging as a promising technology to …
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 …
Task replication for vehicular edge computing: A combinatorial multi-armed bandit based approach
In a vehicular edge computing (VEC) system, some vehicles with surplus computing
resources can provide computation task offloading opportunities for other vehicles or …
resources can provide computation task offloading opportunities for other vehicles or …
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 …
Deep reinforcement learning for vehicular edge computing: An intelligent offloading system
The development of smart vehicles brings drivers and passengers a comfortable and safe
environment. Various emerging applications are promising to enrich users' traveling …
environment. Various emerging applications are promising to enrich users' traveling …
MESON: A mobility-aware dependent task offloading scheme for urban vehicular edge computing
Vehicular Edge Computing (VEC) is the transportation version of Mobile Edge Computing
(MEC) in road scenarios. One key technology of VEC is task offloading, which allows …
(MEC) in road scenarios. One key technology of VEC is task offloading, which allows …
Popularity-aware online task offloading for heterogeneous vehicular edge computing using contextual clustering of bandits
Vehicular edge computing (VEC) has become a promising enabler for ultrareliable and low-
latency communications (URLLC) vehicular networks by providing computational resources …
latency communications (URLLC) vehicular networks by providing computational resources …
Learning-based task offloading for vehicular cloud computing systems
Vehicular cloud computing (VCC) is proposed to effectively utilize and share the computing
and storage resources on vehicles. However, due to the mobility of vehicles, the network …
and storage resources on vehicles. However, due to the mobility of vehicles, the network …
An efficient task offloading scheme in vehicular edge computing
Vehicular edge computing (VEC) is a promising paradigm to offload resource-intensive
tasks at the network edge. Owing to time-sensitive and computation-intensive vehicular …
tasks at the network edge. Owing to time-sensitive and computation-intensive vehicular …