Multi-Step Traffic Prediction for Multi-Period Planning in Optical Networks.
Hafsa MaryamTania PanayiotouGeorgios EllinasPublished in: CoRR (2024)
Keyphrases
- multi step
- multi period
- production planning
- optical networks
- routing and wavelength assignment
- wavelength division multiplexing
- planning horizon
- facility location problem
- data envelopment analysis
- integer programming
- routing problem
- knn
- total cost
- lot sizing
- infinite horizon
- multi item
- knapsack problem
- network traffic
- k nearest neighbor
- link failure
- semi supervised
- production cost
- pairwise
- active learning
- nearest neighbor
- resource allocation
- machine learning
- traffic flow