Experimental Study of Machine-Learning-Based Detection and Identification of Physical-Layer Attacks in Optical Networks von Natalino, Carlos, Schiano, Marco, Di Giglio, Andrea, Wosinska, Lena, Furdek, Marija

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Programmable Filterless Optical Networks: Architecture, Design, and Resource Allocation von Etezadi, Ehsan, Natalino, Carlos, Tremblay, Christine, Wosinska, Lena, Furdek, Marija

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Machine Learning for Optical Network Security Monitoring: A Practical Perspective von Furdek, Marija, Natalino, Carlos, Lipp, Fabian, Hock, David, Giglio, Andrea Di, Schiano, Marco

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Editorial Introduction to JSTQE Special Issue on Machine Learning in Photonic Communication and Measurement Systems von Zibar, Darko, Turitsyn, Sergei, Jalali, Bahram, Kojima, Keisuke, Furdek, Marija

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Optical network security management: requirements, architecture, and efficient machine learning models for detection of evolving threats [Invited] von Furdek, Marija, Natalino, Carlos, Di Giglio, Andrea, Schiano, Marco

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Spectrum Anomaly Detection for Optical Network Monitoring Using Deep Unsupervised Learning von Natalino, Carlos, Udalcovs, Aleksejs, Wosinska, Lena, Ozolins, Oskars, Furdek, Marija

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Optical Transport Network Design for 5G Fixed Wireless Access von Ranaweera, Chathurika, Monti, Paolo, Skubic, Bjorn, Wong, Elaine, Furdek, Marija, Wosinska, Lena, Machuca, Carmen Mas, Nirmalathas, Ampalavanapillai, Lim, Christina

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Cost- and energy-efficient filterless architectures for metropolitan networks von Tremblay, Christine, Archambault, Emile, Wilson, Rodney G., Clelland, Stewart, Furdek, Marija, Wosinska, Lena

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Introduction to the Photonic Networks and Devices (NETWORKS) Special Issue von Furdek, Marija, Caplan, David, Fiorentino, Marco

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Content placement in 5G-enabled edge/core datacenter networks resilient to link cut attacks von Natalino, Carlos, de Sousa, Amaro, Wosinska, Lena, Furdek, Marija

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Design and Reliability Performance of Wireless Backhaul Networks Under Weather-Induced Correlated Failures von Yaghoubi, Forough, Furdek, Marija, Rostami, Ahmad, Ohlen, Peter, Wosinska, Lena

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Introduction to the ONDM 2021 special issue von Furdek, Marija, Monti, Paolo, Mas Machuca, Carmen, Turkiewicz, Jaroslaw, Larrabeiti, David

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Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation von Fan, Yuchuan, Udalcovs, Aleksejs, Pang, Xiaodan, Natalino, Carlos, Furdek, Marija, Popov, Sergei, Ozolins, Oskars

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Deep reinforcement learning for proactive spectrum defragmentation in elastic optical networks von Etezadi, Ehsan, Natalino, Carlos, Diaz, Renzo, Lindgren, Anders, Melin, Stefan, Wosinska, Lena, Monti, Paolo, Furdek, Marija

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Feedforward Neural Network-Based EVM Estimation: Impairment Tolerance in Coherent Optical Systems von Fan, Yuchuan, Pang, Xiaodan, Udalcovs, Aleksejs, Natalino, Carlos, Zhang, Lu, Bobrovs, Vjaceslavs, Schatz, Richard, Yu, Xianbin, Furdek, Marija, Popov, Sergei, Ozolins, Oskars

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Introduction to the ONDM2020 special issue von Casellas, Ramon, Munoz, Raul, Furdek, Marija, Spadaro, Salvatore, Zhu, Zuqing

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Flexible and scalable ML-based diagnosis module for optical networks: a security use case [Invited] von Natalino, Carlos, Gifre, Lluis, Moreno-Muro, Francisco-Javier, Gonzalez-Diaz, Sergio, Vilalta, Ricard, Munoz, Raul, Monti, Paolo, Furdek, Marija

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Experimental validation of CNNs versus FFNNs for time- and energy-efficient EVM estimation in coherent optical systems von Fan, Yuchuan, Udalcovs, Aleksejs, Natalino, Carlos, Pang, Xiaodan, Schatz, Richard, Furdek, Marija, Popov, Sergei, Ozolins, Oskars

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Guest Editorial Photonic Networks and Devices von Furdek, M., Fontaine, N., Klaus, W., Parsons, N., Siracusa, D.

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Root Cause Analysis for Autonomous Optical Network Security Management von Natalino, Carlos, Schiano, Marco, Giglio, Andrea Di, Furdek, Marija

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