Digital Twin-assisted Reinforcement Learning for Resource-aware Microservice Offloading in Edge Computing
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Xiangchun, Cao, Jiannong, Liang, Zhixuan, Sahni, Yuvraj, Zhang, Mingjin |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Deep Reinforcement Learning for Privacy-Preserving Task Offloading in Integrated Satellite-Terrestrial Networks
by: Lan, Wenjun, et al.
Published: (2023)
by: Lan, Wenjun, et al.
Published: (2023)
Multi-Source Coflow Scheduling in Collaborative Edge Computing with Multihop Network
by: Sahni, Yuvraj, et al.
Published: (2024)
by: Sahni, Yuvraj, et al.
Published: (2024)
Digital Twin Vehicular Edge Computing Network: Task Offloading and Resource Allocation
by: Xie, Yu, et al.
Published: (2024)
by: Xie, Yu, et al.
Published: (2024)
Security-Sensitive Task Offloading in Integrated Satellite-Terrestrial Networks
by: Lan, Wenjun, et al.
Published: (2024)
by: Lan, Wenjun, et al.
Published: (2024)
Resource Allocation for Twin Maintenance and Computing Task Processing in Digital Twin Vehicular Edge Computing Network
by: Xie, Yu, et al.
Published: (2024)
by: Xie, Yu, et al.
Published: (2024)
Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks
by: Wu, Qiong, et al.
Published: (2025)
by: Wu, Qiong, et al.
Published: (2025)
Digital Twin-Assisted Task Offloading and Resource Allocation in ISAC-Enabled Internet of Vehicles
by: Zhan, Shanhao, et al.
Published: (2025)
by: Zhan, Shanhao, et al.
Published: (2025)
Hybrid Reinforcement Learning-based Sustainable Multi-User Computation Offloading for Mobile Edge-Quantum Computing
by: Xu, Minrui, et al.
Published: (2025)
by: Xu, Minrui, et al.
Published: (2025)
Energy-Efficient Federated Learning and Migration in Digital Twin Edge Networks
by: Zhou, Yuzhi, et al.
Published: (2025)
by: Zhou, Yuzhi, et al.
Published: (2025)
Resource-efficient Parallel Split Learning in Heterogeneous Edge Computing
by: Zhang, Mingjin, et al.
Published: (2024)
by: Zhang, Mingjin, et al.
Published: (2024)
Rotatable RIS-Assisted Edge Computing: Orientation, Task Offloading, and Resource Optimization
by: Li, Bin, et al.
Published: (2025)
by: Li, Bin, et al.
Published: (2025)
Digital Twin-Assisted Robust and Adaptive Resource Slicing in LEO Satellite Networks
by: He, Mingcheng, et al.
Published: (2024)
by: He, Mingcheng, et al.
Published: (2024)
Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks
by: Zhang, Zifan, et al.
Published: (2024)
by: Zhang, Zifan, et al.
Published: (2024)
Digital Twin-Enabled Mobility-Aware Cooperative Caching in Vehicular Edge Computing
by: Zeng, Jiahao, et al.
Published: (2026)
by: Zeng, Jiahao, et al.
Published: (2026)
Multi-Agent Reinforcement Learning for Task Offloading in Wireless Edge Networks
by: Fox, Andrea, et al.
Published: (2025)
by: Fox, Andrea, et al.
Published: (2025)
Distributionally Robust Optimization for Digital Twin Service Provisioning over Edge Computing
by: Li, Yuxiang, et al.
Published: (2025)
by: Li, Yuxiang, et al.
Published: (2025)
EcoEdgeTwin: Enhanced 6G Network via Mobile Edge Computing and Digital Twin Integration
by: Karobi, Synthia Hossain, et al.
Published: (2024)
by: Karobi, Synthia Hossain, et al.
Published: (2024)
Intelligent Edge Resource Provisioning for Scalable Digital Twins of Autonomous Vehicles
by: Shahriar, Mohammad Sajid, et al.
Published: (2025)
by: Shahriar, Mohammad Sajid, et al.
Published: (2025)
Joint Task Offloading and Resource Allocation in Low-Altitude MEC via Graph Attention Diffusion
by: Xue, Yifan, et al.
Published: (2025)
by: Xue, Yifan, et al.
Published: (2025)
Entropy-Aware Task Offloading in Mobile Edge Computing
by: Ardakani, Mohsen Sahraei, et al.
Published: (2026)
by: Ardakani, Mohsen Sahraei, et al.
Published: (2026)
Delay-optimal Congestion-aware Routing and Computation Offloading in Arbitrary Network
by: Zhang, Jinkun, et al.
Published: (2025)
by: Zhang, Jinkun, et al.
Published: (2025)
Digital Twin-Empowered Deep Reinforcement Learning for Intelligent VNF Migration in Edge-Core Networks
by: Ahmed, Faisal, et al.
Published: (2025)
by: Ahmed, Faisal, et al.
Published: (2025)
Continual Reinforcement Learning for Digital Twin Synchronization Optimization
by: Tong, Haonan, et al.
Published: (2025)
by: Tong, Haonan, et al.
Published: (2025)
Autonomous Task Offloading of Vehicular Edge Computing with Parallel Computation Queues
by: Cho, Sungho, et al.
Published: (2025)
by: Cho, Sungho, et al.
Published: (2025)
Towards Trustworthy 6G Network Digital Twins: A Framework for Validating Counterfactual What-If Analysis in Edge Computing Resources
by: Agudelo, Julian Jimenez, et al.
Published: (2026)
by: Agudelo, Julian Jimenez, et al.
Published: (2026)
User-centric Service Provision for Edge-assisted Mobile AR: A Digital Twin-based Approach
by: Zhou, Conghao, et al.
Published: (2024)
by: Zhou, Conghao, et al.
Published: (2024)
Joint Edge Server Deployment and Computation Offloading: A Multi-Timescale Stochastic Programming Framework
by: Liu, Huaizhe, et al.
Published: (2025)
by: Liu, Huaizhe, et al.
Published: (2025)
Deterministic Task Offloading and Resource Allocation in the IoT-Edge-Cloud Continuum
by: Aghababaiyan, Keyvan, et al.
Published: (2026)
by: Aghababaiyan, Keyvan, et al.
Published: (2026)
Distributed Deep Reinforcement Learning Based Gradient Quantization for Federated Learning Enabled Vehicle Edge Computing
by: Zhang, Cui, et al.
Published: (2024)
by: Zhang, Cui, et al.
Published: (2024)
DMSA: A Decentralized Microservice Architecture for Edge Networks
by: Chen, Yuang, et al.
Published: (2025)
by: Chen, Yuang, et al.
Published: (2025)
Toward Enhanced Reinforcement Learning-Based Resource Management via Digital Twin: Opportunities, Applications, and Challenges
by: Cheng, Nan, et al.
Published: (2024)
by: Cheng, Nan, et al.
Published: (2024)
A 5G-Edge Architecture for Computational Offloading of Computer Vision Applications
by: da Silva, Marcelo V. B., et al.
Published: (2025)
by: da Silva, Marcelo V. B., et al.
Published: (2025)
Asynchronous Fractional Multi-Agent Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing
by: Jin, Lyudong, et al.
Published: (2024)
by: Jin, Lyudong, et al.
Published: (2024)
Compact LLM Deployment and World Model Assisted Offloading in Mobile Edge Computing
by: Zhang, Ruichen, et al.
Published: (2026)
by: Zhang, Ruichen, et al.
Published: (2026)
Digital Twin-based 3D Map Management for Edge-assisted Device Pose Tracking in Mobile AR
by: Zhou, Conghao, et al.
Published: (2023)
by: Zhou, Conghao, et al.
Published: (2023)
A Dynamic Service Offloading Algorithm Based on Lyapunov Optimization in Edge Computing
by: Yuan, Peiyan, et al.
Published: (2025)
by: Yuan, Peiyan, et al.
Published: (2025)
Scalable Deterministic Task Offloading and Resource Allocation in the IoT-Edge-Cloud Continuum
by: Aghababaiyan, Keyvan, et al.
Published: (2026)
by: Aghababaiyan, Keyvan, et al.
Published: (2026)
DRL-Based Federated Self-Supervised Learning for Task Offloading and Resource Allocation in ISAC-Enabled Vehicle Edge Computing
by: Gu, Xueying, et al.
Published: (2024)
by: Gu, Xueying, et al.
Published: (2024)
Online Collaborative Resource Allocation and Task Offloading for Multi-access Edge Computing
by: Sun, Geng, et al.
Published: (2025)
by: Sun, Geng, et al.
Published: (2025)
Deep Reinforcement Learning for Delay-Optimized Task Offloading in Vehicular Fog Computing
by: Toopchinezhad, Mohammad Parsa, et al.
Published: (2024)
by: Toopchinezhad, Mohammad Parsa, et al.
Published: (2024)
Similar Items
-
Deep Reinforcement Learning for Privacy-Preserving Task Offloading in Integrated Satellite-Terrestrial Networks
by: Lan, Wenjun, et al.
Published: (2023) -
Multi-Source Coflow Scheduling in Collaborative Edge Computing with Multihop Network
by: Sahni, Yuvraj, et al.
Published: (2024) -
Digital Twin Vehicular Edge Computing Network: Task Offloading and Resource Allocation
by: Xie, Yu, et al.
Published: (2024) -
Security-Sensitive Task Offloading in Integrated Satellite-Terrestrial Networks
by: Lan, Wenjun, et al.
Published: (2024) -
Resource Allocation for Twin Maintenance and Computing Task Processing in Digital Twin Vehicular Edge Computing Network
by: Xie, Yu, et al.
Published: (2024)