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SDN-controlled Dynamic Front-haul Provisioning, Emulated on Hardware and Virtual COSMOS Optical x-Haul Testbeds
Bob Lantz;Jiakai Yu;Ayush Bhardwaj;Alan A. Díaz-Montiel;Aamir Quraishy;Steven Santaniello;Tingjun Chen;Rina Fujieda;Atri Mukhopadhyay;Gil Zussman;Marco Ruffini;Dan Kilper
2021 Optical Fiber Communications Conference and Exhibition (OFC)
Year: 2021 | Conference Paper |
Cited by: Papers (2)
SDN-controlled Dynamic Front-haul Provisioning, Emulated on Hardware and Virtual COSMOS Optical x-Haul Testbeds
Bob Lantz;Jiakai Yu;Ayush Bhardwaj;Alan A. Díaz-Montiel;Aamir Quraishy;Steven Santaniello;Tingjun Chen;Rina Fujieda;Atri Mukhopadhyay;Gil Zussman;Marco Ruffini;Dan Kilper
Year: 2021 | Conference Paper |
Real-Time QoT Estimation Through SDN Control Plane Monitoring Evaluated in Mininet-Optical
Alan A. Díaz-Montiel;Bob Lantz;Jiakai Yu;Daniel Kilper;Marco Ruffini
IEEE Photonics Technology Letters
Cited by: Papers (8)
Quality of Transmission (QoT) metrics are used to predict and evaluate optical transmission performance, and have received much attention due to recent interest in real-time software defined networking (SDN) control and the challenges posed by open, disaggregated optical systems. In this letter, we address the QoT-estimation (QoT-E) issue, by focusing on real-time operations, where a dynamic contr...Show More
Active Wavelength Load as a Feature for QoT Estimation Based on Support Vector Machine
Alan A. Diaz-Montiel;Sandra Aladin;Christine Tremblay;Marco Ruffini
ICC 2019 - 2019 IEEE International Conference on Communications (ICC)
Year: 2019 | Conference Paper |
Cited by: Papers (13)
Reconfiguration procedures in optical transmission systems assisted with artificial intelligence (Al) present an innovative approach towards the mitigation of network resources mismanagement. Regression and classification tools have been studied in recent years with the aim to predict performance metrics such as Bit Error Rate (BER) and Optical Signal-to-Noise Ratio (OSNR). We have generated synth...Show More
Performance analysis of QoT estimator in SDN-controlled ROADM networks
Alan A. Díaz-Montiel;Jiakai Yu;Weiyang Mo;Yao Li;Daniel C. Kilper;Marco Ruffini
2018 International Conference on Optical Network Design and Modeling (ONDM)
Year: 2018 | Conference Paper |
Cited by: Papers (7)
While new SDN control planes promise to provide faster and more dynamic provisioning of optical paths, mis-estimation of optical signal to noise ratio (OSNR) is still an issue that reduces the amount of capacity available in practice to allocate data paths. Typically, additional margins are applied to the estimation of OSNR for given paths, however, in the absence of detailed knowledge on the gain...Show More
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