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G. Iosifidis

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  • 2023

    Orchestration Procedures for the Network Intelligence Stratum in 6G Networks

    Chatzieleftheriou, L. E., Gramaglia, M., Camelo, M., Garcia-Saavedra, A., Kosmatos, E., Gucciardo, M., Soto, P., Iosifidis, G., Fuentes, L. & More Authors, 2023, Proceedings of the 2023 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2023. IEEE, p. 347-352 6 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    1 Citation (Scopus)
    23 Downloads (Pure)

  • Penalized FTRL with Time-Varying Constraints

    Leith, D. J. & Iosifidis, G., 2023, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Proceedings. Amini, M-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). Springer, p. 311-326 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13717 LNAI).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    17 Downloads (Pure)

  • Reservation of Virtualized Resources with Optimistic Online Learning

    Monteil, J-B., Iosifidis, G. & Dusparic, I., 2023, Proceedings of the ICC 2023 - IEEE International Conference on Communications. IEEE, p. 5147-5153 7 p. (IEEE International Conference on Communications).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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    1 Downloads (Pure)
  • 2022

    Energy-Aware Scheduling of Virtualized Base Stations in O-RAN with Online Learning

    Kalntis, M. & Iosifidis, G., 2022, Proceedings of the GLOBECOM 2022 - 2022 IEEE Global Communications Conference. Piscataway: IEEE, p. 6048-6054 7 p. (2022 IEEE Global Communications Conference, GLOBECOM 2022 - Proceedings).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    21 Downloads (Pure)

  • Learning-Based Orchestration for Dynamic Functional Split and Resource Allocation in vRANs

    Murti, F. W., Ali, S., Iosifidis, G. & Latva-aho, M., 2022, Proceedings of the 2022 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit). Danvers: IEEE, p. 243-248 6 p. 9815815

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    17 Downloads (Pure)

  • Online Caching with Optimistic Learning

    Mhaisen, N., Iosifidis, G. & Leith, D., 2022, Proceedings of the 2022 IFIP Networking Conference (IFIP Networking). IEEE, p. 1-9 9 p. 982980. (2022 IFIP Networking Conference, IFIP Networking 2022).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    12 Downloads (Pure)
  • 2021

    Analyse or Transmit: Utilising Correlation at the Edge with Deep Reinforcement Learning

    Hribar, J., Shinkuma, R., Iosifidis, G. & Dusparic, I., 2021, 2021 IEEE Global Communications Conference (GLOBECOM): Proceedings. Piscataway: IEEE, p. 1-6 6 p. 9685166

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    2 Citations (Scopus)
    13 Downloads (Pure)

  • AutoML for video analytics with edge computing

    Galanopoulos, A., Ayala-Romero, J. A., Leith, D. J. & Iosifidis, G., 2021, INFOCOM 2021 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers (IEEE), 10 p. 9488704. (Proceedings - IEEE INFOCOM; vol. 2021-May).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    26 Citations (Scopus)
    26 Downloads (Pure)

  • Bayesian online learning for energy-aware resource orchestration in virtualized RANs

    Ayala-Romero, J. A., Garcia-Saavedra, A., Costa-Perez, X. & Iosifidis, G., 2021, INFOCOM 2021 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers (IEEE), 10 p. 9488845. (Proceedings - IEEE INFOCOM; vol. 2021-May).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    8 Citations (Scopus)
    29 Downloads (Pure)

  • Comparative Evaluation of Machine Learning Inference Machines on Edge-class Devices

    Amanatidis, P., Iosifidis, G. & Karampatzakis, D., 2021, Proceedings - 25th Pan-Hellenic Conference on Informatics, PCI 2021. Vassilakopoulos, M. G. & Karanikolas, N. N. (eds.). New York: Association for Computing Machinery (ACM), p. 102-106 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    4 Citations (Scopus)
    100 Downloads (Pure)

  • Demonstrating a Bayesian Online Learning for Energy-Aware Resource Orchestration in vRANs

    Ayala-Romero, J. A., Garcia-Saavedra, A., Costa-Perez, X. & Iosifidis, G., 2021, IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). Piscataway: IEEE, p. 1-2 2 p. 9484585

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    2 Citations (Scopus)
    26 Downloads (Pure)

  • EdgeBOL: Automating energy-savings for mobile edge AI

    Ayala-Romero, J. A., Garcia-Saavedra, A., Costa-Perez, X. & Iosifidis, G., 2021, CoNEXT 2021 - Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies. Association for Computing Machinery (ACM), p. 397-410 14 p. (CoNEXT 2021 - Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    8 Citations (Scopus)
    41 Downloads (Pure)

  • Experimental Evaluation of Power Consumption in Virtualized Base Stations

    Ayala-Romero, J. A., Khalid, I., Garcia-Saavedra, A., Costa-Perez, X. & Iosifidis, G., 2021, ICC 2021 - IEEE International Conference on Communications, Proceedings: Proceedings. Piscataway: IEEE, p. 1-6 6 p. 9500323. (IEEE International Conference on Communications).

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    4 Citations (Scopus)
    141 Downloads (Pure)

  • No-Regret Slice Reservation Algorithms

    Monteil, J-B., Iosifidis, G. & DaSilva, L., 2021, ICC 2021 - IEEE International Conference on Communications: Proceedings. Piscataway: IEEE, p. 1-7 7 p. 9500530

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    16 Downloads (Pure)

  • Split the cash from cache-friendly recommendations

    Tsigkari, D., Iosifidis, G. & Spyropoulos, T., 2021, 2021 IEEE Global Communications Conference (GLOBECOM): Proceedings. Piscataway: IEEE, p. 1-6 6 p. 9685088

    Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    8 Downloads (Pure)