Cover Image

Time-Series Foundation Models for ISP Traffic Forecasting

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Fan, Farkiani, Behrooz, Crowley, Patrick
Format:	Preprint
Published:	2025
Subjects:	Networking and Internet Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Rethinking HTTP API Rate Limiting: A Client-Side Approach
by: Farkiani, Behrooz, et al.
Published: (2025)

Enabling Network Policy Enforcement in Service Meshes
by: Farkiani, Behrooz, et al.
Published: (2025)

Performance Comparison of HTTP/3 and HTTP/2 with Proxy Integration
by: Liu, Fan, et al.
Published: (2024)

Service Mesh: Architectures, Applications, and Implementations
by: Farkiani, Behrooz, et al.
Published: (2024)

Hermes: A General-Purpose Proxy-Enabled Networking Architecture
by: Farkiani, Behrooz, et al.
Published: (2024)

Comparative Analysis of Deep Learning Models for Real-World ISP Network Traffic Forecasting
by: Koumar, Josef, et al.
Published: (2025)

On the Role of Time Series Clustering in Traffic Matrix Prediction
by: Cash, Martha, et al.
Published: (2026)

MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic
by: Zhang, Yujun, et al.
Published: (2025)

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

Talk Like a Packet: Rethinking Network Traffic Analysis with Transformer Foundation Models
by: Mayhoub, Samara, et al.
Published: (2026)

Forecasting Global Network Traffic Trends: The Role of Virtual Reality
by: AlShekh, Raghad H., et al.
Published: (2025)

Can LLMs Forecast Internet Traffic from Social Media?
by: Langlet, Jonatan, et al.
Published: (2025)

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

Using Causality for Enhanced Prediction of Web Traffic Time Series
by: Tian, Chang, et al.
Published: (2025)

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

ISP pricing and Platform pricing interaction under net neutrality
by: Guijarro, Luis, et al.
Published: (2024)

A Family of Open Time-Series Foundation Models for the Radio Access Network
by: Panitsas, Ioannis, et al.
Published: (2026)

Predicting Parameter Change's Effect on Cellular Network Time Series
by: Li, Mingjie, et al.
Published: (2024)

A first look into Utiq: Next-generation cookies at the ISP level
by: Castell-Uroz, Ismael, et al.
Published: (2024)

Lens: A Knowledge-Guided Foundation Model for Network Traffic
by: Li, Xiaochang, et al.
Published: (2024)

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

Towards Memory-Efficient Traffic Policing in Time-Sensitive Networking
by: Jiang, Xuyan, et al.
Published: (2024)

Traffic Modeling with SUMO: a Tutorial
by: Guastella, Davide Andrea, et al.
Published: (2023)

An Iterative Algorithm to Impute Truck Information over Nationwide Traffic Networks
by: Liu, Diyi, et al.
Published: (2024)

Combining Static and Dynamic Traffic with Delay Guarantees in Time-Sensitive Networking
by: Maile, Lisa, et al.
Published: (2025)

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

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

AI-Enabled Digital Twins for Next-Generation Networks: Forecasting Traffic and Resource Management in 5G/6G
by: Sengendo, John, et al.
Published: (2025)

NetBurst: Event-Centric Forecasting of Bursty, Intermittent Time Series
by: Guthula, Satyandra, et al.
Published: (2025)

Learning-Based Traffic Classification for Mixed-Critical Flows in Time-Sensitive Networking
by: Debnath, Rubi, et al.
Published: (2025)

Content Provider Contributions to Capacity Expansion of a Neutral ISP: Effect of Private Option
by: Agarwal, Pranay, et al.
Published: (2024)

Deep Learning Network-Temporal Models For Traffic Prediction
by: Xin, Yufeng, et al.
Published: (2026)

Learning Cache Coherence Traffic for NoC Routing Design
by: Xiong, Guochu, et al.
Published: (2025)

A Robust Scheduling of Cyclic Traffic for Integrated Wired and Wireless Time-Sensitive Networks
by: Kaynak, Özgür Ozan, et al.
Published: (2025)

Rethinking Traffic Matrix Completion: Estimate the Process, Not the Entries
by: Liu, Xiyuan, et al.
Published: (2026)

LMTE: Putting the "Reasoning" into WAN Traffic Engineering with Language Models
by: Yuan, Xinyu, et al.
Published: (2026)

HiSTM: Hierarchical Spatiotemporal Mamba for Cellular Traffic Forecasting
by: Bettouche, Zineddine, et al.
Published: (2025)

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

On QoE-Aware Traffic Management for Real-time, Interactive Video with Time-variant Spatial Complexity
by: Nádas, Szilveszter, et al.
Published: (2025)

Near Real-Time Data-Driven Control of Virtual Reality Traffic in Open Radio Access Network
by: Casparsen, Andreas, et al.
Published: (2024)