A TP-DDPG algorithm based on cache assistance for task offloading in urban rail transit
J Zhao, L He, D Zhang, X Gao - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the rapidly increase demand on reliable wireless communication for rail scenarios,
especially for real-time services, the resource limitations of on-board users are becoming …
especially for real-time services, the resource limitations of on-board users are becoming …
Dynamic resource allocation for multi-access edge computing in urban rail transit
Q Zhang, C Zhang, J Zhao, D Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The development of information technology and intelligence in urban rail transit has
attracted great attention. The requirement for compute-intensive and delay-sensitive …
attracted great attention. The requirement for compute-intensive and delay-sensitive …
Electric vehicle cluster assisted multi-tier vehicular edge computing system: Cross-system framework design and optimization
Cooperative vehicle infrastructure is critical for facilitating multi-tier vehicular edge
computing (VEC) systems to collaboratively process latency-sensitive intelligent tasks …
computing (VEC) systems to collaboratively process latency-sensitive intelligent tasks …
Parallel Offloading and Resource Optimization for Multi-Hop Ad Hoc Network-Enabled CBTC With Mobile Edge Computing
The emergence of communication-based train control (CBTC) system within urban rail
transport has improved the efficiency of safe train operations. At the same time, the CBTC …
transport has improved the efficiency of safe train operations. At the same time, the CBTC …
Computation resource optimization for large-scale intelligent urban rail transit: A mean-field game approach
Offloading tasks in smart devices (SDs) to an edge intelligence-empowered service centre
(EISC) is a promising solution to support burgeoning intelligent applications in large-scale …
(EISC) is a promising solution to support burgeoning intelligent applications in large-scale …
A potential game based load balancing approach for mobile edge computing enabled intelligent rail construction system
J Tian, T Tang, S Lin, H Liang - 2022 IEEE 25th International …, 2022 - ieeexplore.ieee.org
Empowered by mobile edge computing (MEC) technology, the intelligent railway
construction system can further improve railway construction efficiency and ensure worker …
construction system can further improve railway construction efficiency and ensure worker …
Task Offloading and Resource Management for CBTC via Multi-Hop Ad Hoc Network and MEC
The emergence of communication-based train control (CBTC) system within urban rail
transport has improved the efficiency of safe train operations. At the same time, the CBTC …
transport has improved the efficiency of safe train operations. At the same time, the CBTC …