2 papers
cs.NI2026
Leveraging Multi-Step Traffic Forecasts for Multi-Period Planning Optical Networks
Giannis Savva, Hafsa Maryam, Venkatesh Chebolu +2
In this work, multi-step traffic predictions are leveraged to enable multi-period planning in reconfigurable optical networks. The proposed framework aims to achieve spectrum savin…
cs.NI2024
Multi-Step Traffic Prediction for Multi-Period Planning in Optical Networks
Hafsa Maryam, Tania Panayiotou, Georgios Ellinas
A multi-period planning framework is proposed that exploits multi-step ahead traffic predictions to address service overprovisioning and improve adaptability to traffic changes, wh…