Name
Title | ||
|---|---|---|
Joint Optimization of Packet and Optical Layers of a Core Network using SDN Controller, CD ROADMs and Machine-Learning-Based Traffic Prediction |
Abstract | ||
|---|---|---|
We show significant cost savings and improved robustness by combining machine learning with joint global optimization of IP and optical layers in a core network through the use of SDN, CD ROADMs and DFCC devices. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1364/ofc.2019.m2a.1 | 2019 Optical Fiber Communications Conference and Exhibition (OFC) |
Keywords | DocType | ISBN |
Machine Learning,Traffic Matrix Prediction,Multi-Layer Optimization,SDN | Conference | 978-1-943580-53-8 |
Citations | PageRank | References |
0 | 0.34 | 2 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Gagan L. Choudhury | 1 | 445 | 75.32 |
| Gaurav Thakur | 2 | 58 | 7.53 |
| Simon Tse | 3 | 0 | 0.34 |