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Traffic-aware optimization of transport optical networks

2018/31/D/ST6/03041

Keywords

Descriptors

  • ST7_8: Sieci telekomunikacyjne
  • ST6_11: Uczenie maszynowe, statystyczne przetwarzanie danych i zastosowanie w przetwarzaniu sygnałów

Panel

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

Host institution

Politechnika Wrocławska

Voivodeship: dolnośląskie

Other projects carried out by the institution »

Principal investigator (from the host institution)

dr Róża Joanna 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
2019-10-01
Project end date
2023-09-30
Project duration
48 months (the same as in the proposal)
Project status
Project settled

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 (6)

  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 (year: 2022, volume: 130, pages: 109694), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.asoc.2022.109694 – link to the publication

  2. 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 (year: 2022, volume: 43, pages: -), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.osn.2021.100650 – link to the publication

  3. Traffic-aware Service Relocation in Software-defined and Intent-based Elastic Optical Networks

    Authors:
    Róża Goścień
    Academic press:
    Computer Networks (year: 2023, volume: 225, pages: 109660), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.comnet.2023.109660 – link to the publication

  4. Fragmentation-Aware Traffic Grooming with Lane Changes in Spectrally–Spatially Flexible Optical Networks

    Authors:
    Piotr Lechowicz, Aleksandra Knapińska, Róża Goścień
    Academic press:
    Electronics (year: 2021, volume: 10(12), pages: 1502), Publisher: MDPI
    Status:
    Published
    DOI:
    10.3390/electronics10121502 – link to the publication

  5. Modeling and Prediction of Daily Traffic Patterns—WASK and SIX Case Study

    Authors:
    Róża Goścień, Aleksandra Knapińska, Adam Włodarczyk
    Academic press:
    Electronics (year: 2021, volume: 10(14), pages: 1637), Publisher: MDPI
    Status:
    Published
    DOI:
    10.3390/electronics10141637 – link to the publication

  6. Link Load Prediction in an Optical Network with Restoration Mechanisms

    Authors:
    Aleksandra Knapińska, Róża Goścień, Piotr Lechowicz, Krzysztof Walkowiak
    Status:
    Accepted for publication

Articles in post-conference publications (5)

  1. 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) (year: 2023, pages: 46026), Publisher: IEEE
    Date:
    conference 2-6.07.2023
    Status:
    Published

  2. 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) (year: 2022, pages: 46029), Publisher: IEEE
    Date:
    conference 19-21.09.2022
    Status:
    Published

  3. 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 (year: 2022, pages: 2927-2932), Publisher: IEEE
    Date:
    conference 4-8.12.2022
    Status:
    Published

  4. Efficient network traffic prediction after a node failure

    Authors:
    Róża Goścień, Aleksandra Knapińska
    Conference:
    Optical Network Design and Modelling (ONDM) (year: 2022, pages: -), Publisher: IEEE
    Date:
    conference 16-19.05.2022
    Status:
    Published

  5. Traffic-aware Dedicated Path Protection in Elastic Optical Networks

    Authors:
    Róża Goścień
    Conference:
    International Workshop on Resilient Networks Design and Modeling (RNDM) (year: 2022, pages: 46029), Publisher: IEEE
    Date:
    conference 19-21.09.2022
    Status:
    Published

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Graphic design and implementation: Jakub Piotrowski