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.

Undervisning
Publikationer
Samverkan och projekt

EEN115 Introduktionkurs i kommunikationsnätverk

Senaste publikationer

2022
Machine learning for network security management, attacks, and intrusions detection

Författare: Marija Furdek Prekratic; Carlos Natalino Da Silva

Publiceringsår: 2022

Publicerat i: Machine Learning for Future Fiber-Optic Communication Systems

Publikationstyp: Kapitel i bok
EVM Estimation for Performance Monitoring in Coherent Optical Systems: An Approach of Linear Regression

Författare: Yuchuan Fan; Xiaodan Pang; Aleksejs Udalcovs; Carlos Natalino Da Silva; Lu Zhang; Sandis Spolitis; V. Bobrovs; Richard Schatz; Xianbin Yu; Marija Furdek Prekratic; Sergei Popov; Oskars Ozolins

Publiceringsår: 2022

Publicerat i: Optics InfoBase Conference Papers

Publikationstyp: Paper i proceeding
DeepDefrag: A deep reinforcement learning framework for spectrum defragmentation

Författare: Ehsan Etezadi; Carlos Natalino Da Silva; Renzo Diaz; Anders Lindgren; Stefan Melin; Lena Wosinska; Paolo Monti; Marija Furdek Prekratic

Publiceringsår: 2022

Publicerat i: Proceedings of 2022 IEEE Global Communications Conference

Publikationstyp: Paper i proceeding
Editorial Introduction to JSTQE Special Issue on Machine Learning in Photonic Communication and Measurement Systems

Författare: D. Zibar; Sergei Turitsyn; Bahram Jalali; Keisuke Kojima; Marija Furdek Prekratic

Publiceringsår: 2022

Publicerat i: IEEE Journal of Selected Topics in Quantum Electronics

Publikationstyp: Övrig text i vetenskaplig tidskrift
Linear Regression vs. Deep Learning for Signal Quality Monitoring in Coherent Optical Systems

Författare: Yuchuan Fan; Xiaodan Pang; Aleksejs Udalcovs; Carlos Natalino Da Silva; Lu Zhang; Sandis Spolitis; V. Bobrovs; Richard Schatz; Xianbin Yu; Marija Furdek Prekratic; Sergei Popov; Oskars Ozolins

Publiceringsår: 2022

Publicerat i: IEEE Photonics Journal

Publikationstyp: Artikel i vetenskaplig tidskrift
Root Cause Analysis for Autonomous Optical Network Security Management

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

Publiceringsår: 2022

Publicerat i: IEEE Transactions on Network and Service Management

Publikationstyp: Artikel i vetenskaplig tidskrift
Feedforward Neural Network-Based EVM Estimation: Impairment Tolerance in Coherent Optical Systems

Författare: Yuchuan Fan; Xiaodan Pang; Aleksejs Udalcovs; Carlos Natalino Da Silva; Lu Zhang; Vjaceslavs Bobrovs; Richard Schatz; Xianbin Yu; Marija Furdek Prekratic; Sergei Popov; Oskars Ozolins

Publiceringsår: 2022

Publicerat i: IEEE Journal of Selected Topics in Quantum Electronics

Publikationstyp: Artikel i vetenskaplig tidskrift
Introduction to the ONDM 2021 special issue

Författare: Marija Furdek Prekratic; Paolo Monti; Carmen Mas Machuca; Jaroslaw Turkiewicz; David Larrabeiti

Publiceringsår: 2022

Publicerat i: Journal of Optical Communications and Networking

Publikationstyp: Övrig text i vetenskaplig tidskrift
Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks

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

Publiceringsår: 2022

Publicerat i: 2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings

Publikationstyp: Paper i proceeding
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: 2022

Publicerat i: IEEE Transactions on Reliability

Publikationstyp: Artikel i vetenskaplig tidskrift
2021
Privacy-Preserving Wireless Federated Learning Exploiting Inherent Hardware Impairments

Författare: Sina Rezaei Aghdam; Ehsan Amid; Marija Furdek Prekratic; Alexandre Graell I Amat

Publiceringsår: 2021

Publicerat i: 2021 IEEE 26th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)

Publikationstyp: Paper i proceeding
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
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 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
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
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
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
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

Gå till Chalmers publikationsbibliotek

Sidansvarig Publicerad: ti 25 okt 2022.

Marija Furdek Prekratic

Senaste publikationer

2022

2021

2020

Projekt

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