Cover Image

Denoising Refinement Diffusion Models for Simultaneous Generation of Multi-scale Mobile Network Traffic

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Qi, Xiaoqian, Chai, Haoye, Liu, Sichang, Yue, Lei, Pan, Raoyuan, Wang, Yue, Li, Yong
Format:	Preprint
Published:	2025
Subjects:	Networking and Internet Architecture Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Beyond Static Forecasting: Unleashing the Power of World Models for Mobile Traffic Extrapolation
by: Qi, Xiaoqian, et al.
Published: (2026)

Physics-informed Diffusion Models for Multi-scale Prediction of Reference Signal Received Power in Wireless Networks
by: Qi, Xiaoqian, et al.
Published: (2025)

Physics-driven AI for Channel Estimation in Cellular Network
by: Qi, Xiaoqian, et al.
Published: (2024)

MobiWorld: World Models for Mobile Wireless Network
by: Chai, Haoye, et al.
Published: (2025)

Multi-Scale Diffusion Transformer for Jointly Simulating User Mobility and Mobile Traffic Pattern
by: Liu, Ziyi, et al.
Published: (2025)

Denoising Diffusion Probabilistic Model for Radio Map Estimation in Generative Wireless Networks
by: Luo, Xuanhao, et al.
Published: (2025)

An All-Optical Metro Network Architecture and QoS-Aware Wavelength Allocation Study for Converged Fixed, Mobile, and Edge Computing Multi-Granular Traffic
by: Georgantas, David, et al.
Published: (2025)

Traffic Matrix Estimation based on Denoising Diffusion Probabilistic Model
by: Yuan, Xinyu, et al.
Published: (2024)

OrbitTransit: Traffic Delivery and Diffusion for Earth Observation via Satellite Mobility
by: Zhao, Haoyuan, et al.
Published: (2026)

Feasibility of State Space Models for Network Traffic Generation
by: Chu, Andrew, et al.
Published: (2024)

Accelerating Handover in Mobile Satellite Network
by: Wu, Jiasheng, et al.
Published: (2024)

PHandover: Parallel Handover in Mobile Satellite Network
by: Wu, Jiasheng, et al.
Published: (2025)

Encrypted Traffic Detection in Resource Constrained IoT Networks: A Diffusion Model and LLM Integrated Framework
by: Li, Hongjuan, et al.
Published: (2025)

Diffusion-based Dynamic Contract for Federated AI Agent Construction in Mobile Metaverses
by: Wen, Jinbo, et al.
Published: (2025)

Optimizing Resource Allocation for Multi-modal Semantic Communication in Mobile AIGC Networks: A Diffusion-based Game Approach
by: Liu, Jian, et al.
Published: (2024)

Applications of Multi-Agent Deep Reinforcement Learning Communication in Network Management: A Survey
by: Pi, Yue, et al.
Published: (2024)

Energy-Efficient Online Scheduling for Wireless Powered Mobile Edge Computing Networks
by: He, Xingqiu, et al.
Published: (2026)

Leveraging Multi-Step Traffic Forecasts for Multi-Period Planning Optical Networks
by: Savva, Giannis, et al.
Published: (2026)

SkyOctopus: Enabling Low-Latency Mobile Satellite Network through Multiple Anchors
by: Su, Shaojie, et al.
Published: (2025)

Traffic Engineering in Large-scale Networks with Generalizable Graph Neural Networks
by: Zhou, Fangtong, et al.
Published: (2025)

Stabilizing and Optimizing Inter-Shell Routing in LEO Networks with Integrated Routing Cost
by: Wang, Yaojia, et al.
Published: (2025)

Dora: A Controller Provisioning Strategy in Hierarchical Domain-based Satellite Networks
by: Peng, Qiyuan, et al.
Published: (2025)

Multi-Connectivity in Mobile Networks: Challenges and Benefits
by: Pupiales, Carlos, et al.
Published: (2021)

Arterial Network Traffic State Prediction with Connected Vehicle Data: An Abnormality-Aware Spatiotemporal Network
by: Han, Lei, et al.
Published: (2026)

JPPO++: Joint Power and Denoising-inspired Prompt Optimization for Mobile LLM Services
by: You, Feiran, et al.
Published: (2024)

A Slicing Model for Transport Networks with Traffic Burst Control and QoS Compliance for Traffic Flows
by: Encinas-Alonso, Aitor, et al.
Published: (2025)

FIGRET: Fine-Grained Robustness-Enhanced Traffic Engineering
by: Liu, Ximeng, et al.
Published: (2024)

Mobile Traffic Prediction using LLMs with Efficient In-context Demonstration Selection
by: Zhang, Han, et al.
Published: (2025)

Probabilistic Mobility Load Balancing for Multi-band 5G and Beyond Networks
by: Lahham, Saria Al, et al.
Published: (2024)

State Aware Traffic Generation for Real-Time Network Digital Twins
by: Koktas, Enes, et al.
Published: (2025)

On Optimization of Next-Generation Microservice-Based Core Networks
by: Tassi, Andrea, et al.
Published: (2024)

Design of a Timer Queue Supporting Dynamic Update Operations
by: Wang, Zekun, et al.
Published: (2025)

Performance Prediction of On-NIC Network Functions with Multi-Resource Contention and Traffic Awareness
by: Wu, Shaofeng, et al.
Published: (2024)

Ant Backpressure Routing for Wireless Multi-hop Networks with Mixed Traffic Patterns
by: Erfaniantaghvayi, Negar, et al.
Published: (2024)

SLIDE: Simultaneous Model Downloading and Inference at the Wireless Network Edge
by: Qu, Guanqiao, et al.
Published: (2025)

Real-Time Network Traffic Forecasting with Missing Data: A Generative Model Approach
by: Deng, Lei, et al.
Published: (2025)

Learning-based Big Data Sharing Incentive in Mobile AIGC Networks
by: Wen, Jinbo, et al.
Published: (2024)

Mobility-Aware Multi-Task Decentralized Federated Learning for Vehicular Networks: Modeling, Analysis, and Optimization
by: Chen, Dongyu, et al.
Published: (2025)

Toward Democratized Generative AI in Next-Generation Mobile Edge Networks
by: Zhang, Ruichen, et al.
Published: (2024)

Fault Detection in Mobile Networks Using Diffusion Models
by: Nabeel, Mohamad, et al.
Published: (2024)