Piotr Lechowicz

Postdoc vid Kommunikation, Antenner och Optiska Nätverk
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Visar 16 publikationer

2024

Machine Learning Assisted Provisioning of Time-Varying Traffic in Translucent Optical Networks

Adam Wlodarczyk, Aleksandra Knapinska, Piotr Lechowicz et al
IEEE Access. Vol. 12, p. 110193-110212
Artikel i vetenskaplig tidskrift
2024

XAI-Guided Optimization of a Multilayer Network Regression Model

Katarzyna Duszynska, Pawel Polski, Micha Wlosek et al
2024 IFIP Networking Conference, IFIP Networking 2024, p. 769-774
Paper i proceeding
2024

Explainable Artificial Intelligence-Guided Optimization of ML-Based Traffic Prediction

Aleksandra Knapińska, Omran Ayoub, Cristina Rottondi et al
Poster (konferens)
2024

Traffic weaver: Semi-synthetic time-varying traffic generator based on averaged time series

Piotr Lechowicz, Aleksandra Knapinska, Adam Włodarczyk et al
SoftwareX. Vol. 28
Artikel i vetenskaplig tidskrift
2024

Adaptive Provisioning of Time-Varying Traffic in Translucent SDM Elastic Optical Networks

Adam Włodarczyk, Aleksandra Knapińska, Piotr Lechowicz et al
International Conference on Transparent Optical Networks
Paper i proceeding
2024

Combining QoT Regression and Modulation Format Classification for Reliable Lightpath Provisioning in Elastic Optical Networks

Carlos Natalino Da Silva, Farhad Arpanaei, Piotr Lechowicz et al
XLII Brazilian Symposium on Telecommunications and Signal Processing
Paper i proceeding
2024

On the Trade-off between the Maximum Capacity and the Length of a Multicore Fiber Link

Amaro de Sousa, Piotr Lechowicz
International Conference on Transparent Optical Networks
Paper i proceeding
2024

Application of Ensemble Regression Methods in Elastic Optical Network Optimization

Aleksandra Knapińska, Robert Kanimba, Yusuf Yeşilyurt et al
Poster (konferens)
2024

Trade-Offs in Implementing Unsupervised Anomaly Detection with TAPI-Based Streaming Telemetry

Piotr Lechowicz, Carlos Natalino Da Silva, Vignesh Karunakaran et al
IEEE International Conference on High Performance Switching and Routing, HPSR, p. 13-18
Paper i proceeding
2024

PRODIGY plus : a robust progressive upgrade approach for elastic optical networks

Shrinivas Petale, Aleksandra Knapinska, Egemen Erbayat et al
Journal of Optical Communications and Networking. Vol. 16 (9), p. E48-E60
Artikel i vetenskaplig tidskrift
2024

Impact of Time-Varying Traffic Type on the Performance of Multilayer Networks

Aleksandra Knapińska, Piotr Lechowicz, Krzysztof Walkowiak
Poster (konferens)
2024

Impact of Geographical Constraints on the Performance of Intent-Based Networks

Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak
International Conference on Transparent Optical Networks
Paper i proceeding
2024

PRODIGY+: a robust progressive upgrade approach for elastic optical networks

Shrinivas Petale, Aleksandra Knapinska, Egemen Erbayat et al
Journal of Optical Communications and Networking. Vol. 16 (9), p. E48-E60
Artikel i vetenskaplig tidskrift
2024

TAPI-based Telemetry Streaming in Multi-Domain Optical Transport Network

Vignesh Karunakaran, Carlos Natalino Da Silva, Behnam Shariati et al
Optical Fiber Communications Conference and Exhibition (OFC) 2024
Paper i proceeding
2024

Ultra-high-capacity band and space division multiplexing backbone EONs: multi-core versus multi-fiber

Farhad Arpanaei, M. Ranjbar Zefreh, Carlos Natalino Da Silva et al
Journal of Optical Communications and Networking. Vol. 16 (12), p. H66-H78
Artikel i vetenskaplig tidskrift

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