Proceedings of International Conference on Applied Innovation in IT
2023/03/09, Volume 11, Issue 1, pp.17-22

Dynamic Reconfiguration of Computing Resources to Support NaaS Technology


Larysa Globa, Svitlana Sulima, Oleksandr Romanov and Mariia Skulysh


Abstract: Future communication systems and networks, namely smart networks, are becoming the foundation of the human-centric Internet. They provide an energy-efficient and high-performance infrastructure where NGI (Next Generation Internet) and other digital services can be developed and deployed. The development of new services provided to the end user led to the technology of providing a network as a service NaaS (Network as a Service) implementation, which should be an intelligent, decentralized and highly automated network. The architecture of the intelligent network is already software-defined and provides functions that highly exceed the connectivity capabilities: multi-service and mobile edge computing will allow data to be stored and processed locally at the edges of the network to guarantee quick response and efficient use of network resources. But assignment the required amount of computing resources and determining their location remains an incompletely resolved issue. This paper proposes a method of dynamic reconfiguration of computing resources to support NaaS technology. The method allows you to manage the placement and determination of the required amount of network functions resources to optimize the amount of computing resources allocated to the network function in the telecom operator infrastructure, and also binds the performance of the network virtualized function with the amount of resources assigned to it, takes into account the hybridity of the communications environment.

Keywords: Virtualization, Network Function Virtualization (NFV), Machine Learning (ML), Network as a Service (NaaS), Traffic Management System, Resource Configuration, Network Reconfiguration.

DOI: 10.25673/101903

Download: PDF

References:

  1. Jerbi et al., "Enabling Multi-Provider Cloud Network Service Bundling," 2022 IEEE International Conference on Web Services (ICWS), Barcelona, Spain, 2022, pp. 405-414, doi:10.1109/ICWS55610.2022.00067.
  2. M. C. Luizelli, L. R. Bays, L. S. Buriol, M. P.Barcellos, and L. P. Gaspary, "Piecing together the NFV provisioning puzzle: Efficient placement and chaining of virtual network functions," 2015IFIP/IEEE International Symposium on Integrated Network Management (IM), Ottawa, ON, Canada, 2015, pp. 98-106, doi: 10.1109/INM.2015.7140281.
  3. P. T. A. Quang, Y. Hadjadj-Aoul, and A. Outtagarts, "A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding," in IEEE Transactions on Network and Service Management, vol. 16, no. 4, pp. 1318-1331, Dec. 2019, doi:10.1109/TNSM.2019.2947905.
  4. M. Masoumi et al., "Dynamic Online VNF Placementwith Different Protection Schemes in a MECEnvironment," 2022 32nd International Telecommunication Networks and Applications Conference (ITNAC), Wellington, New Zealand, 2022, pp. 1-6, doi:10.1109/ITNAC55475.2022.9998347.
  5. R. Hussain and S. Zeadally, "Autonomous Cars: Research Results, Issues, and Future Challenges," in IEEE Communications Surveys & Tutorials, vol. 21, no. 2, pp. 1275-1313, Second quarter 2019.
  6. S. Iranmanesh, R. Raad, M. S. Raheel, F. Tubbal, and T.Jan, "Novel DTN Mobility-Driven Routing in Autonomous Drone Logistics Networks," in IEEE Access, vol. 8, pp. 13661-13673, 2020.
  7. N. Mhaisen, O. Abazeed, Y. A. Hariri, A. Alsalemi, and O. Halabi, "Self-Powered IoT-Enabled Water Monitoring System," 2018 International Conferenceon Computer and Applications (ICCA), Beirut, 2018, pp. 41-45.
  8. H. T. Yew, M. F. Ng, S. Z. Ping, S. K. Chung, A. Chekima, and J. A. Dargham, "IoT Based Real-TimeRemote Patient Monitoring System," 2020 16th IEEE International Colloquium on Signal Processing & Its Applications (CSPA), Langkawi, Malaysia, 2020, pp.176-179.
  9. H. Dia, “The real-time city: Unlocking the potentialof smart mobility”, In Proceedings of the 38th Australasian Transport Research Forum (ATRF2016), Melbourne, Australia, 16-18 November 2016.
  10. C. Babb, C. Curtis, and S. McLeod, “The Rise of Shared Work Spaces: A Disruption to Urban Planning Policy?”, 2018, Urban Policy and Research, vol. 36., pp. 1-17, doi:10.1080/08111146.2018.1476230.
  11. S.V. Sulima “Reconfiguration methods of the computing resources for the core network based on virtualization technology,” qualification scientific paper, manuscript, 2019.


    HOME

       - Call for Papers
       - Paper Submission
       - For authors
       - Important Dates
       - Conference Committee
       - Editorial Board
       - Reviewers
       - Last Proceedings


    PROCEEDINGS

       - Volume 12, Issue 1 (ICAIIT 2024)        - Volume 11, Issue 2 (ICAIIT 2023)
       - Volume 11, Issue 1 (ICAIIT 2023)
       - Volume 10, Issue 1 (ICAIIT 2022)
       - Volume 9, Issue 1 (ICAIIT 2021)
       - Volume 8, Issue 1 (ICAIIT 2020)
       - Volume 7, Issue 1 (ICAIIT 2019)
       - Volume 7, Issue 2 (ICAIIT 2019)
       - Volume 6, Issue 1 (ICAIIT 2018)
       - Volume 5, Issue 1 (ICAIIT 2017)
       - Volume 4, Issue 1 (ICAIIT 2016)
       - Volume 3, Issue 1 (ICAIIT 2015)
       - Volume 2, Issue 1 (ICAIIT 2014)
       - Volume 1, Issue 1 (ICAIIT 2013)


    PAST CONFERENCES

       ICAIIT 2024
         - Photos
         - Reports

       ICAIIT 2023
         - Photos
         - Reports

       ICAIIT 2021
         - Photos
         - Reports

       ICAIIT 2020
         - Photos
         - Reports

       ICAIIT 2019
         - Photos
         - Reports

       ICAIIT 2018
         - Photos
         - Reports

    ETHICS IN PUBLICATIONS

    ACCOMODATION

    CONTACT US

 

DOI: http://dx.doi.org/10.25673/115729


        

         Proceedings of the International Conference on Applied Innovations in IT by Anhalt University of Applied Sciences is licensed under CC BY-SA 4.0


                                                   This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License


           ISSN 2199-8876
           Publisher: Anhalt University of Applied Sciences

        site traffic counter

Creative Commons License
Except where otherwise noted, all works and proceedings on this site is licensed under Creative Commons Attribution-ShareAlike 4.0 International License.