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Vehicle as a service (VaaS): Leverage vehicles to build service networks and capabilities for smart cities
Smart cities demand resources for rich immersive sensing, ubiquitous communications,
powerful computing, large storage, and high intelligence (SCCSI) to support various kinds of …
powerful computing, large storage, and high intelligence (SCCSI) to support various kinds of …
Task offloading strategies for mobile edge computing: A survey
With the wide adoption of 5G technology and the rapid development of 6G technology, a
variety of new applications have emerged. A multitude of compute-intensive and time …
variety of new applications have emerged. A multitude of compute-intensive and time …
Asynchronous deep reinforcement learning for collaborative task computing and on-demand resource allocation in vehicular edge computing
Vehicular Edge Computing (VEC) is enjoying a surge in research interest due to the
remarkable potential to reduce response delay and alleviate bandwidth pressure. Facing the …
remarkable potential to reduce response delay and alleviate bandwidth pressure. Facing the …
Multi-agent DRL-based Hungarian algorithm (MADRLHA) for task offloading in multi-access edge computing Internet of Vehicles (IoVs)
This paper investigates the computation offloading problem in a high mobility internet of
vehicles (IoVs) environment, aiming to guarantee latency, energy consumption, and …
vehicles (IoVs) environment, aiming to guarantee latency, energy consumption, and …
Partial computation offloading in parked vehicle-assisted multi-access edge computing: A game-theoretic approach
Parked vehicle-assisted multi-access edge computing (PVMEC) is a paradigm that exploits
the under-utilized resources of parked vehicles (PVs) to assist MEC servers for offloaded …
the under-utilized resources of parked vehicles (PVs) to assist MEC servers for offloaded …
Resource allocation in DT-assisted Internet of Vehicles via edge intelligent cooperation
Applications in the Internet of Vehicles (IoV) are usually accompanied by ultralow network
response latency requirement. A promising approach to meet this demand is combining the …
response latency requirement. A promising approach to meet this demand is combining the …
Communication solutions for vehicle ad-hoc network in smart cities environment: A comprehensive survey
In recent years, the explosive growth of multimedia applications and services has required
further improvements in mobile systems to meet transfer speed requirements. Mobile Ad-hoc …
further improvements in mobile systems to meet transfer speed requirements. Mobile Ad-hoc …
Efficient task allocation for computation offloading in vehicular edge computing
Z Zhang, F Zeng - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
In vehicular edge computing, the edge servers may be overloaded once too many vehicles
request the task offloading service, which will cause task offloading failure or the high …
request the task offloading service, which will cause task offloading failure or the high …
Toward reliable DNN-based task partitioning and offloading in vehicular edge computing
Modern vehicles have become typical consumer electronics with the development of
sensing, transmission, and computation technologies. The emerging intelligent …
sensing, transmission, and computation technologies. The emerging intelligent …
MCLA task offloading framework for 5G-NR-V2X-based heterogeneous VECNs
Ensuring dependable quality of service (QoS) and quality of experience (QoE) for
computation-intensive and delay-sensitive applications in vehicles can be a challenging …
computation-intensive and delay-sensitive applications in vehicles can be a challenging …