Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

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Cross-Stratum Optimization for Provisioning of Cloud Data Center Services

2016/21/N/ST7/02147

Keywords:

software defined networks elastic optical networks data center services traffic prediction machine learning

Descriptors:

  • ST7_8: Communication networks
  • ST6_12: Scientific computing, simulation and modelling tools
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Panel:

ST7 - Systems and communication engineering: electronics, communication, optoelectronics

Host institution :

Politechnika Wrocławska, Wydział Elektroniki

woj. dolnośląskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Michał Aibin 

Number of co-investigators in the project: 2

Call: PRELUDIUM 11 - announced on 2016-03-15

Amount awarded: 38 400 PLN

Project start date (Y-m-d): 2017-03-21

Project end date (Y-m-d): 2018-03-20

Project duration:: 12 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 (2)
  • Articles in post-conference publications (3)
  1. Monte Carlo Tree Search with Last-Good-Reply Policy for Cognitive Optimization of Cloud-Ready Optical Networks
    Authors:
    M. Aibin, K. Walkowiak
    Academic press:
    Journal of Network and Systems Management (rok: 2020, tom: 28, strony: 1722-1744), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s10922-020-09555-8 - link to the publication
  2. Traffic prediction based on machine learning for elastic optical networks
    Authors:
    M. Aibin
    Academic press:
    Optical Switching and Networking (rok: 2018, tom: 30, strony: 33-39), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.osn.2018.06.001 - link to the publication
  1. Traffic Prediction for Inter-Data Center Cross-Stratum Optimization Problems
    Authors:
    M. Aibin, S. Haeri, K. Walkowiak, L. Trajkovic
    Conference:
    International Conference on Computing, Networking and Communications (rok: 2018, ), Wydawca: IEEE
    Data:
    konferencja marzec
    Status:
    Published
  2. Analysis of Inter-Data Center Elastic Optical Network
    Authors:
    M. Aibin, K. Walkowiak
    Conference:
    International Conference on Transparent Optical Networks (rok: 2017, ), Wydawca: IEEE
    Data:
    konferencja lipiec
    Status:
    Published
  3. Monte Carlo Tree Search for Cross-Stratum Optimization of Survivable Inter-Data Center Elastic Optical Network
    Authors:
    M. Aibin, K. Walkowiak
    Conference:
    International Workshop on Resilient Networks Design and Modeling (rok: 2018, ), Wydawca: IEEE
    Data:
    konferencja 27-29.08
    Status:
    Published

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