Distributed task offloading and resource purchasing in noma-enabled mobile edge computing: Hierarchical game theoretical approaches

Y Chen, J Zhao, J Hu, S Wan, J Huang - ACM Transactions on …, 2024 - dl.acm.org
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 …

Network Digital Twins: A Systematic Review

R Verdecchia, L Scommegna, B Picano… - IEEE …, 2024 - ieeexplore.ieee.org
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 …

Large language models (LLMs) inference offloading and resource allocation in cloud-edge computing: An active inference approach

Y He, J Fang, FR Yu, VC Leung - IEEE Transactions on Mobile …, 2024 - ieeexplore.ieee.org
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 …

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 …

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 …

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 …

Knowledge transfer enabled diverse task scheduling for individualized requirements in industrial cloud platform

J Zhou, L Gao, C Lu, Y Li - IEEE Transactions on Automation …, 2024 - ieeexplore.ieee.org
Nowadays, application providers often prefer to execute their workflows on heterogeneous
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 …

Proof of evaluation-based energy and delay aware computation offloading for digital twin edge network

E Bozkaya, M Erel-Özçevik, T Bilen, Y Özçevik - Ad Hoc Networks, 2023 - Elsevier
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 …

Joint resource management and pricing for task offloading in serverless edge computing

F Tütüncüoğlu, G Dán - IEEE Transactions on Mobile …, 2023 - ieeexplore.ieee.org
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 …