Joint Optimization of DNN Model Caching and Request Routing in Mobile Edge Computing
Fuente:
arXiv
Saved in:
| Main Authors: | Qiu, Shuting, Dong, Fang, Tan, Siyu, Zhou, Ruiting, Shen, Dian, Lee, Patrick P. C., Fan, Qilin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
cRVR: A Stackelberg Game Approach for Joint Privacy-Aware Video Requesting and Edge Caching
by: Zhang, Xianzhi, et al.
Published: (2023)
by: Zhang, Xianzhi, et al.
Published: (2023)
Joint Cache Placement and Routing in Satellite-Terrestrial Edge Computing Network: A GNN-Enabled DRL Approach
by: Zheng, Yuhao, et al.
Published: (2025)
by: Zheng, Yuhao, et al.
Published: (2025)
Optimal Service Placement, Request Routing and CPU Sizing in Cooperative Mobile Edge Computing Networks for Delay-Sensitive Applications
by: Omidvar, Naeimeh, et al.
Published: (2024)
by: Omidvar, Naeimeh, et al.
Published: (2024)
VEC-Sim: A Simulation Platform for Evaluating Service Caching and Computation Offloading Policies in Vehicular Edge Networks
by: Wu, Fan, et al.
Published: (2024)
by: Wu, Fan, 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)
FluxShard: Motion-Aware Feature Cache Reuse for Collaborative Video Analytics in Mobile Edge Computing
by: Guan, Xiuxian, et al.
Published: (2026)
by: Guan, Xiuxian, et al.
Published: (2026)
Design Insights into Partition Placement and Routing for DNN Inference in Multi-Hop Edge Networks
by: Zhang, Jinkun, et al.
Published: (2026)
by: Zhang, Jinkun, et al.
Published: (2026)
Joint System Latency and Data Freshness Optimization for Cache-enabled Mobile Crowdsensing Networks
by: Shi, Kexin, et al.
Published: (2025)
by: Shi, Kexin, et al.
Published: (2025)
Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing
by: Yan, Jia, et al.
Published: (2022)
by: Yan, Jia, et al.
Published: (2022)
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)
Adaptive Contextual Caching for Mobile Edge Large Language Model Service
by: Liu, Guangyuan, et al.
Published: (2025)
by: Liu, Guangyuan, et al.
Published: (2025)
Semantic-Aware Caching for Efficient Image Generation in Edge Computing
by: Cui, Hanshuai, et al.
Published: (2025)
by: Cui, Hanshuai, et al.
Published: (2025)
Joint UPF and Edge Applications Placement and Routing in 5G & Beyond
by: Goshi, Endri, et al.
Published: (2024)
by: Goshi, Endri, et al.
Published: (2024)
SCALE: Sensitivity-Aware Federated Unlearning with Information Freshness Optimization for Mobile Edge Computing
by: Ding, Zihao, et al.
Published: (2026)
by: Ding, Zihao, et al.
Published: (2026)
Optimizing System Latency for Blockchain-Encrypted Edge Computing in Internet of Vehicles
by: Zhang, Cui, et al.
Published: (2025)
by: Zhang, Cui, et al.
Published: (2025)
Energy-Efficient Online Scheduling for Wireless Powered Mobile Edge Computing Networks
by: He, Xingqiu, et al.
Published: (2026)
by: He, Xingqiu, et al.
Published: (2026)
Inferring Causal Relationships to Improve Caching for Clients with Correlated Requests: Applications to VR
by: Bari, Agrim, et al.
Published: (2025)
by: Bari, Agrim, et al.
Published: (2025)
Learning Cache Coherence Traffic for NoC Routing Design
by: Xiong, Guochu, et al.
Published: (2025)
by: Xiong, Guochu, et al.
Published: (2025)
Privacy-Aware Joint DNN Model Deployment and Partitioning Optimization for Collaborative Edge Inference Services
by: Cheng, Zhipeng, et al.
Published: (2025)
by: Cheng, Zhipeng, et al.
Published: (2025)
TrimCaching: Parameter-sharing Edge Caching for AI Model Downloading
by: Qu, Guanqiao, et al.
Published: (2024)
by: Qu, Guanqiao, et al.
Published: (2024)
Low-Altitude Satellite-AAV Collaborative Joint Mobile Edge Computing and Data Collection via Diffusion-based Deep Reinforcement Learning
by: Wang, Boxiong, et al.
Published: (2026)
by: Wang, Boxiong, et al.
Published: (2026)
Stabilizing and Optimizing Inter-Shell Routing in LEO Networks with Integrated Routing Cost
by: Wang, Yaojia, et al.
Published: (2025)
by: Wang, Yaojia, et al.
Published: (2025)
Diagnosing and Repairing Distributed Routing Configurations Using Selective Symbolic Simulation
by: Yang, Rulan, et al.
Published: (2024)
by: Yang, Rulan, et al.
Published: (2024)
Availability-Aware VNF Placement and Request Routing in MEC-Enabled 5G Networks
by: Sayeed, Aqsa, et al.
Published: (2025)
by: Sayeed, Aqsa, et al.
Published: (2025)
RRTO: A High-Performance Transparent Offloading System for Model Inference in Mobile Edge Computing
by: Sun, Zekai, et al.
Published: (2025)
by: Sun, Zekai, et al.
Published: (2025)
Serving Long-Context LLMs at the Mobile Edge: Test-Time Reinforcement Learning-based Model Caching and Inference Offloading
by: Xu, Minrui, et al.
Published: (2025)
by: Xu, Minrui, et al.
Published: (2025)
Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning
by: Wang, Tianfu, et al.
Published: (2024)
by: Wang, Tianfu, et al.
Published: (2024)
Moving Edge for On-Demand Edge Computing: An Uncertainty-aware Approach
by: Zhou, Fangtong, et al.
Published: (2025)
by: Zhou, Fangtong, et al.
Published: (2025)
Joint Model Caching and Resource Allocation in Generative AI-Enabled Wireless Edge Networks
by: Liu, Zhang, et al.
Published: (2024)
by: Liu, Zhang, et al.
Published: (2024)
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)
Admission Control with Reconfigurable Intelligent Surfaces for 6G Mobile Edge Computing
by: Zhang, Ye, et al.
Published: (2025)
by: Zhang, Ye, et al.
Published: (2025)
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)
Joint Routing, Resource Allocation, and Energy Optimization for Integrated Access and Backhaul with Open RAN
by: Prasad, Reshma, et al.
Published: (2025)
by: Prasad, Reshma, et al.
Published: (2025)
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)
Cooperative Edge Caching with Large Language Model in Wireless Networks
by: Yang, Ning, et al.
Published: (2026)
by: Yang, Ning, et al.
Published: (2026)
Optimized Split Computing Framework for Edge and Core Devices
by: Tassi, Andrea, et al.
Published: (2025)
by: Tassi, Andrea, et al.
Published: (2025)
CacheMamba: Popularity Prediction for Mobile Edge Caching Networks via Selective State Spaces
by: Kianfar, Ghazaleh, et al.
Published: (2025)
by: Kianfar, Ghazaleh, et al.
Published: (2025)
JPPO++: Joint Power and Denoising-inspired Prompt Optimization for Mobile LLM Services
by: You, Feiran, et al.
Published: (2024)
by: You, Feiran, et al.
Published: (2024)
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)
Joint Power and Mobility Control
by: Hou, Yun, et al.
Published: (2025)
by: Hou, Yun, et al.
Published: (2025)
Similar Items
-
cRVR: A Stackelberg Game Approach for Joint Privacy-Aware Video Requesting and Edge Caching
by: Zhang, Xianzhi, et al.
Published: (2023) -
Joint Cache Placement and Routing in Satellite-Terrestrial Edge Computing Network: A GNN-Enabled DRL Approach
by: Zheng, Yuhao, et al.
Published: (2025) -
Optimal Service Placement, Request Routing and CPU Sizing in Cooperative Mobile Edge Computing Networks for Delay-Sensitive Applications
by: Omidvar, Naeimeh, et al.
Published: (2024) -
VEC-Sim: A Simulation Platform for Evaluating Service Caching and Computation Offloading Policies in Vehicular Edge Networks
by: Wu, Fan, et al.
Published: (2024) -
Digital Twin-Enabled Mobility-Aware Cooperative Caching in Vehicular Edge Computing
by: Zeng, Jiahao, et al.
Published: (2026)