Distributed task offloading and resource purchasing in noma-enabled mobile edge computing: Hierarchical game theoretical approaches
As the computing resources and the battery capacity of mobile devices are usually limited, it
is a feasible solution to offload the computation-intensive tasks generated by mobile devices …
is a feasible solution to offload the computation-intensive tasks generated by mobile devices …
Network Digital Twins: A Systematic Review
Network management is becoming more complex due to various factors. The growth of IoT
increases the number of nodes to control. The combination of Edge and Fog Computing with …
increases the number of nodes to control. The combination of Edge and Fog Computing with …
Large language models (LLMs) inference offloading and resource allocation in cloud-edge computing: An active inference approach
With the increasing popularity and demands for large language model applications on
mobile devices, it is difficult for resource-limited mobile terminals to run large-model …
mobile devices, it is difficult for resource-limited mobile terminals to run large-model …
Multi-objective deep reinforcement learning for computation offloading in UAV-assisted multi-access edge computing
X Liu, ZY Chai, YL Li, YY Cheng, Y Zeng - Information Sciences, 2023 - Elsevier
Unmanned aerial vehicle-assisted multi-access edge computing (UAV-MEC) plays an
important role in some complex environments such as mountainous and disaster areas …
important role in some complex environments such as mountainous and disaster areas …
Stackelberg game-based task offloading for joint service caching and resource allocation optimization in UAV-assisted VEC
C Li, L Yu, S Zeng, Y Zhang, K Jiang… - ACM Transactions on …, 2025 - dl.acm.org
The development of novel applications causes increased demands on the computational
capabilities of Vehicular Edge Computing (VEC). Current works have introduced Unmanned …
capabilities of Vehicular Edge Computing (VEC). Current works have introduced Unmanned …
A DRL-based task offloading scheme for server decision-making in multi-access edge computing
D Lim, I Joe - Electronics, 2023 - mdpi.com
Multi-access edge computing (MEC), based on hierarchical cloud computing, offers
abundant resources to support the next-generation Internet of Things network. However …
abundant resources to support the next-generation Internet of Things network. However …
Knowledge transfer enabled diverse task scheduling for individualized requirements in industrial cloud platform
Nowadays, application providers often prefer to execute their workflows on heterogeneous
distributed computing resources deployed on cloud infrastructure to achieve a high level of …
distributed computing resources deployed on cloud infrastructure to achieve a high level of …
Stackelberg-Game Computation Offloading Scheme for Parked Vehicle-Assisted VEC and Experiment Analysis
C Liu, M Zhao, H Wang, B Cheng… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Vehicle edge computing (VEC) offers users low-latency and high-reliability services by using
computational resources at the network's edge. Nevertheless, because of inadequate …
computational resources at the network's edge. Nevertheless, because of inadequate …
Proof of evaluation-based energy and delay aware computation offloading for digital twin edge network
The increasing availability of Internet of Things (IoT) applications has led to the development
of new technologies. Specifically, the deployment of edge servers close to IoT devices has …
of new technologies. Specifically, the deployment of edge servers close to IoT devices has …
Joint resource management and pricing for task offloading in serverless edge computing
We consider the problem of resource allocation, pricing and application caching for latency
sensitive task offloading in serverless edge computing. We model the interaction between a …
sensitive task offloading in serverless edge computing. We model the interaction between a …