Marija Furdek Prekratic

Forskarassistent, Elektroteknik

furdek@chalmers.se +46317726028 Hitta till mig Ladda ner mitt CV http://orcid.org/0000-0001-5600-3700

Marija arbetar i forskargruppen Optiska nätverk.

Du kan läsa mer om Marijas forskning på den engelska sidan.

Publikationer
Samverkan och projekt

Senaste publikationer

2021
Design and Reliability Performance of Wireless Backhaul Networks Under Weather-Induced Correlated Failures

Författare: Forough Yaghoubi; Marija Furdek Prekratic; Ahmad Rostami; Peter Ohlen; Lena Wosinska

Publiceringsår: 2021

Publicerat i: IEEE Transactions on Reliability

Publikationstyp: Artikel i vetenskaplig tidskrift
Deep Learning Assisted Pre-Carrier Phase Recovery EVM Estimation for Coherent Transmission Systems

Författare: Yuchuan Fan; Aleksejs Udalcovs; Xiaodan Pang; Carlos Natalino Da Silva; Richard Schatz; Marija Furdek Prekratic; Sergei Popov; Oskars Ozolins

Publiceringsår: 2021

Publicerat i: 2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings

Publikationstyp: Paper i proceeding
Autonomous Security Management in Optical Networks

Författare: Carlos Natalino Da Silva; Andrea Di Giglio; Marco Schiano; Marija Furdek Prekratic

Publiceringsår: 2021

Publicerat i: Optical Fiber Communications Conference and Exhibition (OFC)

Publikationstyp: Paper i proceeding
Scalable Physical Layer Security Components for Microservice-Based Optical SDN Controllers

Författare: Carlos Natalino Da Silva; Carlos Manso; Ricard Vilalta; Paolo Monti; Raul Munoz; Marija Furdek Prekratic

Publiceringsår: 2021

Publicerat i: European Conference on Optical Communication, ECOC

Publikationstyp: Paper i proceeding
Laser Linewidth Tolerant EVM Estimation Approach for Intelligent Signal Quality Monitoring Relying on Feedforward Neural Networks

Författare: Yuchuan Fan; Xiaodan Pang; Aleksejs Udalcovs; Carlos Natalino Da Silva; Richard Schatz; Marija Furdek Prekratic; Sergei Popov; Oskars Ozolins

Publiceringsår: 2021

Publicerat i: European Conference on Optical Communication, ECOC

Publikationstyp: Paper i proceeding
Experimental validation of CNNs versus FFNNs for time- and energy-efficient EVM estimation in coherent optical systems

Författare: Yuchuan Fan; Aleksejs Udalcovs; Carlos Natalino Da Silva; Xiaodan Pang; Richard Schatz; Marija Furdek Prekratic; Sergei Popov; Oskars Ozolins

Publiceringsår: 2021

Publicerat i: Journal of Optical Communications and Networking

Publikationstyp: Artikel i vetenskaplig tidskrift
Rethinking of Optical Transport Network Design for 5G/6G Mobile Communication

Författare: Chathurika Ranaweera; Ampalavanapillai Nirmalathas; Elaine Wong; Christina Lim; Paolo Monti; Marija Furdek Prekratic; Lena Wosinska; Bjorn Skubic; Carmen Mas Machuca

Publiceringsår: 2021

Publicerat i: IEEE Future Networks Tech Focus

Publikationstyp: Artikel i vetenskaplig tidskrift
Experimental Validation of CNN vs. FFNN for Time- and Energy-Efficient EVM Estimation in Coherent Optical Systems

Författare: Yuchuan Fan; Aleksejs Udalcovs; Carlos Natalino Da Silva; Xiaodan Pang; Richard Schatz; Marija Furdek Prekratic; Sergei Popov; Oskars Ozolins

Publiceringsår: 2021

Publicerat i: Journal of Optical Communications and Networking

Publikationstyp: Artikel i vetenskaplig tidskrift
Introduction to the ONDM2020 special issue

Författare: Ramon Casellas; Raul Munoz; Marija Furdek Prekratic; Salvatore Spadaro; Zuqing Zhu

Publiceringsår: 2021

Publicerat i: Journal of Optical Communications and Networking

Publikationstyp: Övrig text i vetenskaplig tidskrift
Spectrum Anomaly Detection for Optical Network Monitoring using Deep Unsupervised Learning

Författare: Carlos Natalino Da Silva; Aleksejs Udalcovs; Lena Wosinska; Oskars Ozolins; Marija Furdek Prekratic

Publiceringsår: 2021

Publicerat i: IEEE Communications Letters

Publikationstyp: Artikel i vetenskaplig tidskrift
Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation

Författare: Yuchuan Fan; Aleksejs Udalcovs; Xiaodan Pang; Carlos Natalino Da Silva; Marija Furdek Prekratic; Sergei Popov; Oskars Ozolins

Publiceringsår: 2021

Publicerat i: Journal of Optical Communications and Networking

Publikationstyp: Artikel i vetenskaplig tidskrift
Optical Network Security Management: Requirements, Architecture and Efficient Machine Learning Models for Detection of Evolving Threats [Invited]

Författare: Marija Furdek Prekratic; Carlos Natalino Da Silva; Andrea Di Giglio; Marco Schiano

Publiceringsår: 2021

Publicerat i: Journal of Optical Communications and Networking

Publikationstyp: Artikel i vetenskaplig tidskrift
2020
A Framework for Spatial and Temporal Evaluation of Network Disaster Recovery

Författare: Marija Gajic; Marija Furdek Prekratic; Poul Heegaard

Publiceringsår: 2020

Publicerat i: Proceedings of the 32nd International Teletraffic Congress, ITC 2020

Publikationstyp: Paper i proceeding
Root Cause Analysis for Autonomous Optical Networks: A Physical Layer Security Use Case

Författare: Carlos Natalino Da Silva; Andrea Di Giglio; Marco Schiano; Marija Furdek Prekratic

Publiceringsår: 2020

Publicerat i: 2020 European Conference on Optical Communications

Publikationstyp: Paper i proceeding
Machine Learning for Cognitive Optical Network Security Management

Författare: Marija Furdek Prekratic; Carlos Natalino Da Silva

Publiceringsår: 2020

Publicerat i: OSA Advanced Photonics Congress (IPR, Networks, NOMA, NP, PVLED, PSC, SPPCom, SOF)

Publikationstyp: Paper i proceeding
Design of Programmable Filterless Optical Networks

Författare: Marija Furdek Prekratic; Carlos Natalino Da Silva; Lena Wosinska; Christine Tremblay

Publiceringsår: 2020

Publicerat i: 2020 Photonics North (PN)

Publikationstyp: Paper i proceeding
Machine Learning for Optical Network Security Monitoring: A Practical Perspective

Författare: Marija Furdek Prekratic; Carlos Natalino Da Silva; Fabian Lipp; David Hock; Andrea Di Giglio; Marco Schiano

Publiceringsår: 2020

Publicerat i: Journal of Lightwave Technology

Publikationstyp: Reviewartikel
Network Slicing Automation: Challenges and Benefits

Författare: Federico Tonini; Carlos Natalino Da Silva; Marija Furdek Prekratic; Carla Raffaelli; Paolo Monti

Publiceringsår: 2020

Publicerat i: Proceedings of the 24th Conference On Optical Network Design And Modelling, ONDM 2020

Publikationstyp: Paper i proceeding
Introduction to the Photonic Networks and Devices (NETWORKS) Special Issue

Författare: Marija Furdek Prekratic; David Caplan; Marco Fiorentino

Publiceringsår: 2020

Publicerat i: Journal of Optical Communications and Networking

Publikationstyp: Artikel i vetenskaplig tidskrift
Machine Learning for Optical Network Security Management

Författare: Marija Furdek Prekratic; Carlos Natalino Da Silva

Publiceringsår: 2020

Publicerat i: Conference on Optical Fiber Communication, Technical Digest Series

Publikationstyp: Paper i proceeding
Content placement in 5G‐enabled edge/core datacenter networks resilient to link cut attacks

Författare: Carlos Natalino Da Silva; Amaro de Sousa; Lena Wosinska; Marija Furdek Prekratic

Publiceringsår: 2020

Publicerat i: Networks

Publikationstyp: Artikel i vetenskaplig tidskrift
How to Survive Targeted Fiber Cuts: A Game Theoretic Approach for Resilient SDON Control Plane Design

Författare: Jing Zhu; Marija Furdek Prekratic; Carlos Natalino Da Silva; Lena Wosinska; Zuqing Zhu

Publiceringsår: 2020

Publicerat i: Optical Network Design and Modeling. ONDM 2019. Lecture Notes in Computer Science

Publikationstyp: Paper i proceeding
Network-wide localization of optical-layer attacks

Författare: Vincent Chan; Marija Furdek Prekratic; Carlos Natalino Da Silva; Lena Wosinska

Publiceringsår: 2020

Publicerat i: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Publikationstyp: Paper i proceeding
2019
Demonstration of Machine-Learning-Assisted Security Monitoring in Optical Networks

Författare: Marija Furdek Prekratic; Carlos Natalino Da Silva; Fabian Lipp; David Hock; Nieke Aerts; Marco Schiano; Andrea Di Giglio; Lena Wosinska

Publiceringsår: 2019

Publicerat i: Proceedings of the 45th European Conference on Optical Communication, ECOC 2019

Publikationstyp: Paper i proceeding
One-Shot Learning for Modulation Format Identification in Evolving Optical Networks

Författare: Carlos Natalino Da Silva; Aleksejs Udalcovs; Lena Wosinska; Oskars Ozolins; Marija Furdek Prekratic

Publiceringsår: 2019

Publicerat i: Optics InfoBase Conference Papers

Publikationstyp: Paper i proceeding

Gå till Chalmers publikationsbibliotek

Sidansvarig Publicerad: må 17 feb 2020.

Marija Furdek Prekratic

Senaste publikationer

2021

2020

2019

Projekt

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