Leveraging Multi-Step Traffic Forecasts for Multi-Period Planning Optical Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Savva, Giannis, Maryam, Hafsa, Chebolu, Venkatesh, Panayiotou, Tania, Ellinas, Georgios |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multi-Step Traffic Prediction for Multi-Period Planning in Optical Networks
by: Maryam, Hafsa, et al.
Published: (2024)
by: Maryam, Hafsa, et al.
Published: (2024)
A Fair Federated Learning Framework for Collaborative Network Traffic Prediction and Resource Allocation
by: Panda, Saroj Kumar, et al.
Published: (2025)
by: Panda, Saroj Kumar, et al.
Published: (2025)
ABACUS: An Impairment Aware Joint Optimal Dynamic RMLSA in Elastic Optical Networks
by: Kiran, M Jyothi, et al.
Published: (2024)
by: Kiran, M Jyothi, et al.
Published: (2024)
Online RMLSA in EONs with $A^3G$: Adaptive ACO with Augmentation of Graph
by: Kiran, M Jyothi, et al.
Published: (2024)
by: Kiran, M Jyothi, et al.
Published: (2024)
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)
by: Georgantas, David, et al.
Published: (2025)
Increasing Information-Carrying Capacity by Exploiting Diverse Traffic Characteristics in Multi-Band Optical Networks
by: Kalkunte, Ramanuja, et al.
Published: (2024)
by: Kalkunte, Ramanuja, et al.
Published: (2024)
μACP: A Formal Calculus for Expressive, Resource-Constrained Agent Communication
by: Mallick, Arnab, et al.
Published: (2026)
by: Mallick, Arnab, et al.
Published: (2026)
Forecasting Global Network Traffic Trends: The Role of Virtual Reality
by: AlShekh, Raghad H., et al.
Published: (2025)
by: AlShekh, Raghad H., et al.
Published: (2025)
Effect of Hotspot Traffic on Blocking Probability in Elastic Optical Networks
by: Upadhyay, Paresh, et al.
Published: (2025)
by: Upadhyay, Paresh, et al.
Published: (2025)
Traffic Chunk Sizing vs. Optical Switching Speed in Future All-Optical Satellite Networks
by: Mouammar, Sleman, et al.
Published: (2026)
by: Mouammar, Sleman, et al.
Published: (2026)
Performance Prediction of On-NIC Network Functions with Multi-Resource Contention and Traffic Awareness
by: Wu, Shaofeng, et al.
Published: (2024)
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)
by: Erfaniantaghvayi, Negar, et al.
Published: (2024)
Throughput Maximization in Multi-Band Optical Networks with Column Generation
by: Chen, Cao, et al.
Published: (2023)
by: Chen, Cao, et al.
Published: (2023)
Application of S-band for Protection in Multi-band Flexible-Grid Optical Networks
by: Lohani, Varsha, et al.
Published: (2024)
by: Lohani, Varsha, et al.
Published: (2024)
On Network Design and Planning 2.0 for Optical-computing-enabled Networks
by: Hai, Dao Thanh, et al.
Published: (2024)
by: Hai, Dao Thanh, et al.
Published: (2024)
IQ Skew and Imbalance Estimation for Coherent Point-to-Multi-Point Optical Networks
by: Zhou, Ji, et al.
Published: (2024)
by: Zhou, Ji, et al.
Published: (2024)
Time-Series Foundation Models for ISP Traffic Forecasting
by: Liu, Fan, et al.
Published: (2025)
by: Liu, Fan, et al.
Published: (2025)
Weather-Adaptive Multi-Step Forecasting of State of Polarization Changes in Aerial Fibers Using Wavelet Neural Networks
by: Abdelli, Khouloud, et al.
Published: (2024)
by: Abdelli, Khouloud, et al.
Published: (2024)
Prioritized Multi-Tenant Traffic Engineering for Dynamic QoS Provisioning in Autonomous SDN-OpenFlow Edge Networks
by: Shahriar, Mohammad Sajid, et al.
Published: (2024)
by: Shahriar, Mohammad Sajid, et al.
Published: (2024)
Can LLMs Forecast Internet Traffic from Social Media?
by: Langlet, Jonatan, et al.
Published: (2025)
by: Langlet, Jonatan, et al.
Published: (2025)
Energy Efficient Traffic Scheduling For Optical LEO Satellite Downlinks
by: Fettes, Ethan, et al.
Published: (2026)
by: Fettes, Ethan, et al.
Published: (2026)
Interference Identification in Multi-User Optical Spectrum as a Service using Convolutional Neural Networks
by: Raj, Agastya, et al.
Published: (2025)
by: Raj, Agastya, et al.
Published: (2025)
Less is More: Simplifying Network Traffic Classification Leveraging RFCs
by: Wickramasinghe, Nimesha, et al.
Published: (2025)
by: Wickramasinghe, Nimesha, 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)
by: Sengendo, John, et al.
Published: (2025)
Performance Analysis and Comparison of Full-Fledged 5G Standalone Experimental TDD Testbeds in Single & Multi-UE Scenarios
by: Amini, Maryam, et al.
Published: (2024)
by: Amini, Maryam, et al.
Published: (2024)
Vermilion: A Traffic-Aware Reconfigurable Optical Interconnect with Formal Throughput Guarantees
by: Addanki, Vamsi, et al.
Published: (2025)
by: Addanki, Vamsi, et al.
Published: (2025)
Home Energy Management Systems: Challenges, Heterogeneity & Integration Architecture Towards A Smart City Ecosystem
by: Kormpakis, Georgios, et al.
Published: (2024)
by: Kormpakis, Georgios, et al.
Published: (2024)
Beyond Static Forecasting: Unleashing the Power of World Models for Mobile Traffic Extrapolation
by: Qi, Xiaoqian, et al.
Published: (2026)
by: Qi, Xiaoqian, et al.
Published: (2026)
Traffic-cognitive Slicing for Resource-efficient Offloading with Dual-distillation DRL in Multi-edge Systems
by: Xiaoyang, Ting, et al.
Published: (2024)
by: Xiaoyang, Ting, et al.
Published: (2024)
Contact Plan Design For Optical Interplanetary Communications
by: Gerard, Jason, et al.
Published: (2026)
by: Gerard, Jason, et al.
Published: (2026)
Optical Networks
by: Lohani, Varsha, et al.
Published: (2024)
by: Lohani, Varsha, 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)
by: Encinas-Alonso, Aitor, et al.
Published: (2025)
A review on Deep Neural Network for Computer Network Traffic Classification
by: Haque, Md. Ariful, et al.
Published: (2022)
by: Haque, Md. Ariful, et al.
Published: (2022)
Geometry Based UAV Trajectory Planning for Mixed User Traffic in mmWave Communication
by: Hasan, Sk Abid, et al.
Published: (2025)
by: Hasan, Sk Abid, et al.
Published: (2025)
Denoising Refinement Diffusion Models for Simultaneous Generation of Multi-scale Mobile Network Traffic
by: Qi, Xiaoqian, et al.
Published: (2025)
by: Qi, Xiaoqian, et al.
Published: (2025)
Feasibility of State Space Models for Network Traffic Generation
by: Chu, Andrew, et al.
Published: (2024)
by: Chu, Andrew, et al.
Published: (2024)
Online Multicast Traffic Engineering for Software-Defined Networks
by: Chiang, Sheng-Hao, et al.
Published: (2017)
by: Chiang, Sheng-Hao, et al.
Published: (2017)
Tiny Neural Networks for Session-Level Traffic Classification
by: Chehade, Adel, et al.
Published: (2025)
by: Chehade, Adel, et al.
Published: (2025)
Declarative Traffic Engineering for Low-Latency and Reliable Networking
by: Massa, Jacopo, et al.
Published: (2025)
by: Massa, Jacopo, et al.
Published: (2025)
Traffic-Aware Cost-Optimized Fronthaul Planning for Ultra-Dense Networks
by: Mohammed, Anas S., et al.
Published: (2024)
by: Mohammed, Anas S., et al.
Published: (2024)
Similar Items
-
Multi-Step Traffic Prediction for Multi-Period Planning in Optical Networks
by: Maryam, Hafsa, et al.
Published: (2024) -
A Fair Federated Learning Framework for Collaborative Network Traffic Prediction and Resource Allocation
by: Panda, Saroj Kumar, et al.
Published: (2025) -
ABACUS: An Impairment Aware Joint Optimal Dynamic RMLSA in Elastic Optical Networks
by: Kiran, M Jyothi, et al.
Published: (2024) -
Online RMLSA in EONs with $A^3G$: Adaptive ACO with Augmentation of Graph
by: Kiran, M Jyothi, et al.
Published: (2024) -
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)