Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

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Traffic-aware optimization of transport optical networks

2018/31/D/ST6/03041

Keywords:

optical networks network survivability modeling optimization network traffic prediction

Descriptors:

  • ST7_8: Communication networks
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Politechnika Wrocławska

woj. dolnośląskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Róża Goścień 

Number of co-investigators in the project: 3

Call: SONATA 14 - announced on 2018-09-14

Amount awarded: 218 400 PLN

Project start date (Y-m-d): 2019-10-01

Project end date (Y-m-d): 2023-09-30

Project duration:: 36 months (the same as in the proposal)

Project status: Project completed

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (7)
  • Articles in post-conference publications (5)
  1. Long-term prediction of multiple types of time-varying network traffic using chunk-based ensemble learning
    Authors:
    Aleksandra Knapińksa, Piotr Lechowicz, Weronika Węgier, Krzysztof Walkowiak
    Academic press:
    Applied Soft Computing (rok: 2022, tom: 130, strony: 109694), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.asoc.2022.109694 - link to the publication
  2. Fragmentation-Aware Traffic Grooming with Lane Changes in Spectrally–Spatially Flexible Optical Networks
    Authors:
    Piotr Lechowicz, Aleksandra Knapińska, Róża Goścień
    Academic press:
    Electronics (rok: 2021, tom: 10(12), strony: 1502), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/electronics10121502 - link to the publication
  3. Explainable Artificial Intelligence for Efficient Content Placement in Elastic Optical Networks
    Authors:
    Róża Goścień
    Academic press:
    Expert Systems with Applications (rok: 2023, tom: -, strony: -), Wydawca: Elsevier
    Status:
    Submitted
    DOI:
    brak - link to the publication
  4. Efficient Dynamic Routing in Spectrally-Spatially Flexible Optical Networks based on Traffic Classification and Supervised Learning Methods
    Authors:
    Róża Goścień, Paweł Ksieniewicz
    Academic press:
    Optical Switching and Networking (rok: 2022, tom: 43, strony: -), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.osn.2021.100650 - link to the publication
  5. Link Load Prediction in an Optical Network with Restoration Mechanisms
    Authors:
    Aleksandra Knapińska, Róża Goścień, Piotr Lechowicz, Krzysztof Walkowiak
    Academic press:
    Journal of Optical Communications and Networking (rok: 2023, tom: 15(5), strony: B42-B52), Wydawca: OSA
    Status:
    Accepted for publication
    DOI:
    10.1364/JOCN.479849 - link to the publication
  6. Traffic-aware Service Relocation in Software-defined and Intent-based Elastic Optical Networks
    Authors:
    Róża Goścień
    Academic press:
    Computer Networks (rok: 2023, tom: 225, strony: 109660), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.comnet.2023.109660 - link to the publication
  7. Modeling and Prediction of Daily Traffic Patterns—WASK and SIX Case Study
    Authors:
    Róża Goścień, Aleksandra Knapińska, Adam Włodarczyk
    Academic press:
    Electronics (rok: 2021, tom: 10(14), strony: 1637), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/electronics10141637 - link to the publication
  1. Traffic-aware Dedicated Path Protection in Elastic Optical Networks
    Authors:
    Róża Goścień
    Conference:
    International Workshop on Resilient Networks Design and Modeling (RNDM) (rok: 2022, ), Wydawca: IEEE
    Data:
    konferencja 19-21.09.2022
    Status:
    Published
  2. Efficient network traffic prediction after a node failure
    Authors:
    Róża Goścień, Aleksandra Knapińska
    Conference:
    Optical Network Design and Modelling (ONDM) (rok: 2022, ), Wydawca: IEEE
    Data:
    konferencja 16-19.05.2022
    Status:
    Published
  3. Efficient Dynamic Routing in Elastic Optical Networks Based on Traffic Prediction and Bandwidth Reservation
    Authors:
    Róża Goścień
    Conference:
    International Conference on Transparent Optical Networks (ICTON) (rok: 2023, ), Wydawca: IEEE
    Data:
    konferencja 2-6.07.2023
    Status:
    Published
  4. Delayed Squeezed Dedicated Path Protection in Spectrally-Spatially Flexible Optical Networks
    Authors:
    Piotr Lechowicz, Aleksandra Knapińska, Krzysztof Walkowiak
    Conference:
    International Workshop on Resilient Networks Design and Modeling (RNDM) (rok: 2022, ), Wydawca: IEEE
    Data:
    konferencja 19-21.09.2022
    Status:
    Published
  5. Prediction of Multiple Types of Traffic with a Novel Evaluation Metric Related to Bandwidth Blocking
    Authors:
    Aleksandra Knapińska, Piotr Lechowicz, Krzysztof Walkowiak
    Conference:
    IEEE Global Communications Conference (rok: 2022, ), Wydawca: IEEE
    Data:
    konferencja 4-8.12.2022
    Status:
    Published

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