Search Results - "Shamsabardeh, M."

Experimental demonstration of machine-learning-aided QoT estimation in multi-domain elastic optical networks with alien wavelengths by Proietti, Roberto, Chen, Xiaoliang, Zhang, Kaiqi, Liu, Gengchen, Shamsabardeh, M., Castro, Alberto, Velasco, Luis, Zhu, Zuqing, Ben Yoo, S. J.

“…In multi-domain elastic optical networks with alien wavelengths, each domain needs to consider intradomain and interdomain alien traffic to estimate and…”
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Experimental Demonstration of Machine-Learning-Aided QoT Estimation in Multi-Domain Elastic Optical Networks with Alien Wavelengths by Proietti, Roberto, Chen, Xiaoliang, Zhang, Kaiqi, Liu, Gengchen, Shamsabardeh, M., Castro, Alberto, Velasco, Luis, Zhu, Zuqing, Yoo, S. Ben

“…In multi-domain elastic optical networks with alien wavelengths, each domain needs to consider intradomain and interdomain alien traffic to estimate and…”
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A novel way to predict PRRS outbreaks in the swine industry using multiple spatio-temporal features and machine learning approaches by Shamsabardeh, M, Rezaei, Shabaz, Gomez, Jose Pablo, Martínez-López, Beatriz, Liu, Xin

“…Abstract only…”
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On Real-Time and Self-Taught Anomaly Detection in Optical Networks Using Hybrid Unsupervised/Supervised Learning by Chen, X., Li, B., Shamsabardeh, M., Proietti, R., Zhu, Z., Yoo, S. J. B.

“…This paper proposes a real-time and self-taught anomaly detection scheme for optical networks using hybrid unsupervised/supervised learning. Evaluations with…”
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Knowledge-Based Service Provisioning in Multi-Domain Elastic Optical Networks by Chen, X., Proietti, R., Shamsabardeh, M., Liu, G., Zhang, K., Yoo, S. J. B.

“…This paper presents a knowledge-based service provisioning framework for building intelligent multi-domain elastic optical networks (EONs). The proposed…”
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Leveraging Deep Learning to Achieve Knowledge-based Autonomous Service Provisioning in Broker-based Multi-Domain SD-EONs with Proactive and Intelligent Predictions of Multi-Domain Traffic by Chen, X., Guo, J., Zhu, Z., Castro, A., Proietti, R., Lu, H., Shamsabardeh, M., Yoo, S. J. B.

“…This paper demonstrates a knowledge-based autonomous service provisioning framework for multi-domain SD-EONs supported by a broker plane equipped with a…”
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Experimental Demonstration of Elastic RF-Optical Networking (ERON) for 5G mm-wave Systems by Proietti, R., Lu, H., Liu, G., Castro, A., Shamsabardeh, M., Yoo, S. J. B.

“…This paper experimentally demonstrates an elastic RF-Optical C-RAN based on mm-wave MIMO systems. An RF-Optical SBVT in the CO generates 1-GBd signals which…”
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