Publications : 2022-2023

Journal Articles

  1. A. Mitropolou, P. Kokkinos, P. Soumplis, E. Varvarigos, Anomaly Detection in the Edge-Cloud Continuum using Knowledge Graph Embedding and Machine Learning Mechanisms, Journal of Grid Computing, Vol. 22(1), pp. 1-22, March 2024.
  2. I. Sartzetakis, P. Soumplis, P. Pantazopoulos, K. V. Katsaros, V. Sourlas, E. Varvarigos, Edge/Cloud Infinite-time Horizon Resource Allocation for Distributed Machine Learning and General Tasks, IEEE Trans. on Network and Service Management, Sept. 2023.
  3. G. Tsaousoglou, P. Ellinas, E. Varvarigos, Operating Peer-to-Peer Electricity Markets under Uncertainty via Learning-Based, Distributed Optimal Control, Applied Energy, Elsevier, vol. 343, pp. 121234, August 2023, DOI: 10.1016/j.apenergy.2023.121234
  4. I. Sartzetakis, E. Varvarigos, Network Tomography with partial topology knowledge and dynamic routing, Journal of Network and Systems Management, Vol.31, 2023, doi:10.1007/s10922-023-09763-y
  5. K. Kontodimas, P. Soumplis, A. Kretsis, P. Kokkinos, M. Fehér, D. Lucani, E. Varvarigos, Secure Distributed Storage Orchestration on Heterogeneous Cloud-Edge Infrastructures, IEEE Transactions on Cloud Computing, June 2023.
  6. Barrachina-Muñoz, S.; Nikbakht, R.; Baranda, J.; Payaró, M.; Mangues-Bafalluy, J.; Kokkinos, P.; Soumplis , P.; Kretsis, A.; Varvarigos , E. ; Deploying cloud-native experimental platforms for zero-touch management 5G and beyond networks, IET networks, Vol. 31(4), pp. 73-93, Oct. 2023.
  7. W. Wang, K. Khalilpour, F. Karimi, D. Green, E. Varvarigos, Robustness analysis of electricity networks against failure or attack: the case of the Australian National Electricity Market (NEM), to appear in International Journal of Critical Infrastructure Protection.
  8. F. Karimi, D. Green, P. Matous, M. Varvarigos, K. R. Khalilpour, Network of Networks: A Bibliometric Analysis, Physica D: Nonlinear Phenomena, Elsevier, Vol. 421, pp. 1-11, July 2021. doi.org/10.1016/j.physd.2021.132889
  9. G. Tsaousoglou, K. Steriotis, N. Efthymiopoulos, P. Makris and E. Varvarigos, "Truthful, Practical and Privacy-Aware Demand Response in the Smart Grid via a Distributed and Optimal Mechanism," in IEEE Transactions on Smart Grid, vol. 11, no. 4, pp. 3119-3130, July 2020, doi: 10.1109/TSG.2020.2965221.
  10. G. Tsaousoglou, I. Sartzetakis, P. Makris, N. Efthymiopoulos, E. Varvarigos and N. G. Paterakis, "Flexibility Aggregation of Temporally Coupled Resources in Real-Time Balancing Markets Using Machine Learning," in IEEE Transactions on Industrial Informatics, vol. 18, no. 7, pp. 4342-4351, July 2022, doi: 10.1109/TII.2021.3132036.
  11. K. Steriotis, P. Makris, G. Tsaousoglou, N. Efthymiopoulos and E. Varvarigos, "Co-Optimization of Distributed Renewable Energy and Storage Investment Decisions in a TSO-DSO Coordination Framework," in IEEE Transactions on Power Systems, 2022, doi: 10.1109/TPWRS.2022.3212919.
  12. A. Valkanis, G. A. Beletsioti, P. Nicopolitidis, G. Papadimitriou, E. Varvarigos, Efficiency and Fairness Improvement for Elastic Optical Networks using Reinforcement Learning-based Traffic Prediction, IEEE/OSA Journal Optical Communications and Networking (JOCN), Vol. 14(3), pp. 25-42, 2022.
  13. G. Tsaousoglou, N. Efthymiopoulos, P. Makris and E. Varvarigos, "Multistage Energy Management of Coordinated Smart Buildings: A Multiagent Markov Decision Process Approach", IEEE Transactions on Smart Grid, Vol. 13(4), pp. 2788-2797, July 2022, doi: 10.1109/TSG.2022.3162915
  14. G. Tsaousoglou, P. Soumplis, N. Efthymiopoulos, K. Steriotis, A. Kretsis, P. Makris, P. Kokkinos, E. Varvarigos, "Demand Response as a Service: Clearing Multiple Distribution-Level Markets", IEEE Transactions on Cloud Computing (special issue), Vol. 10(1), pp. 82-96, 2022

 

Conference Proceedings

  1. I. Sartzetakis, P. Pantazopoulos, K. V. Katsaros, V. Sourlas, E. Varvarigos, Dynamic Edge/Cloud Resource Allocation for Distributed Computation under Semi-Static Demands," to appear in IEEE 2024 IEEE International Conference on Communications (ICC 2024)
  2. P. Soumplis, G. Kontos, A. Kretsis, P. Kokkinos, A. Nanos, and E. Varvarigos, "Security-Aware Resource Allocation in the  Edge-Cloud Continuum", IEEE 12th International Conference on Cloud Networking (CloudNet 2023)
  3. A.Nanos, A. Kretsis, C. Mainas, G. Ntouskos, A. Ferikoglou, D. Danopoulos, A. Kokkinis, D. Masouros, K. Siozios, P. Soumplis, P. Kokkinos, J.J. Vegas Olmos, and E. Varvarigos, "Hardware-Accelerated FaaS for the Edge-Cloud Continuum", Cloud-Edge Continuum Workshop (CEC23)
  4. A. Khaksary, K. Steriotis, G. Tsaousoglou, P. Makris, N. Efthymiopoulos and E. Varvarigos, "Electricity Market Equilibrium Analysis for Strategic Demand Aggregators: The Value of Demand Flexibility Portfolios' Mix," 2023 IEEE Belgrade PowerTech, Belgrade, Serbia, 2023, pp. 01-06, doi: 10.1109/PowerTech55446.2023.10202916
  5. I. Sartzetakis and E. Varvarigos, Machine Learning Network Tomography with Partial Topology Knowledge and Dynamic Routing, 2022 IEEE Global Communications Conference (GLOBECOM 2022), pp. 4922-4927, Dec. 2022.
  6. K. Mitropoulou, P. Kokkinos, P. Soumplis, E. Varvarigos, Detect Resource Related Events in a Cloud-Edge Infrastructure Using Knowledge Graph Embeddings and Machine Learning, 13th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP 2022), pp. 698-703, July 2022, doi: 10.1109/CSNDSP54353.2022.9908022
  7. I. Chochliouros, A. Kostopoulos, M. Payaró, C. Verikoukis, S. De Capitani di Vimercati, E. Vinogradov, V. Ranjbar, J. Vardakas, M. A. Rahman, P. Soumplis, E. Varvarigos, D. Kritharidis, K. Chartsias, Experimentation Scenarios for Machine Learning-Based Resource Management, 2021 IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), pp. 120-133, June 2022, doi: 10.1007/978-3-030-79157-5_8
  8. A. Mathioudaki, G. Tsaousoglou, E. Varvarigos and D. Fotakis, An Online Truthful Algorithm for Menu-Based Scheduling in Electric Vehicle Charging Networks, IEEE International Conference on Smart Energy Systems and Technologies (SEST 2022), pp. 1-6, doi: 10.1109/SEST53650.2022.9898146
  9. P. Loulakis, G. Tsaousoglou and E. Varvarigos, Profitable Vehicle-to-Grid Services with Minimal Battery Degradation using Deep Reinforcement Learning, IEEE International Conference on Smart Energy Systems and Technologies (SEST 2022), pp. 1-6, doi: 10.1109/SEST53650.2022.9898151
  10. I. Sartzetakis, P. Soumplis, P. Pantazopoulos, K. V. Katsaros, V. Sourlas, E. Varvarigos, Resource Allocation for Distributed Machine Learning at the Edge-Cloud Continuum, IEEE International Conference on Communications (ICC 2022), May 2022, doi: 10.1109/ICC45855.2022.9838647
  11. A. Ferikoglou, I. Oroutzoglou, A. Kokkinis, D. Danopoulos, D. Masouros, E. Chondrogiannis, A. F. Gómez, A. Kretsis, P. Kokkinos, E. Varvarigos, K. Siozios Towards efficient HW acceleration in edge-cloud infrastructures: The SERRANO approach, Proc. International Conference on Embedded Computer System, pp. 354-367, 2022.

 

Book Chapters

  1. P. Soumplis, P. Kokkinos, A. Kretsis, P. Nicopolitidis, G. Papadimitriou, E. A. Varvarigos, Resource Allocation Challenges in the Cloud and Edge Continuum, in Book Advances in Computing, Informatics, Networking and Cybersecurity, Honoring Professor Mohammad S. Obaidat, 2022, Springer Cham, pp. 443-464.