Publications

Research publications by Marios Avgeris on intelligent network management, edge–cloud computing, resource optimization, and AI-enabled 5G/6G systems. Citation metrics are sourced from his Google Scholar profile.

Publications
Citations982
h-index13
i10-index19

papers

2026

  1. Journal
    An End-to-End Smart Radio Log Anomaly Detection Architecture for 5G/6G Networks
    Marios Avgeris, Aroosa Hameed, Brian Le, and
    IEEE Communications Magazine, 2026

2025

  1. Journal
    Cooperative Learning-Based Framework for VNF Caching and Placement Optimization Over Low Earth Orbit Satellite Networks
    Khai Doan, Marios Avgeris, Aris Leivadeas, and
    IEEE Transactions on Vehicular Technology, 2025
  2. White paper
    AI/ML as a Key Enabler of 6G Networks: Methodology, Approach and AI-Mechanisms in SNS JU
    Konstantinos Trichias, Maria Christopoulou, Pawani Porambage, and
    Zenodo, 2025
  3. Conference
    Digital Sovereignty in Practice: Leveraging In-Band Telemetry and ML for a Responsible Internet
    Anestis Dalgkitsis, Angelos Dimoglis, José Eduardo Zerna Torres, and
    In Optical Fiber Conference (OFC), 2025
  4. Conference
    MANTRA-6G: Management and Orchestration for Cloud-and AI-Native 6G Networks
    Marios Avgeris, Nitinder Mohan, Gergely Pongracz, and
    In European Conference on Networks and Communications 2025 EuCNC & 6G Summit, 2025
  5. Conference
    Programmable & Trustworthy Data Paths for Sovereign Network Services
    Anestis Dalgkitsis, José Eduardo Zerna Torres, Angelos Dimoglis, and
    In 25th International Conference on Transparent Optical Networks (ICTON25), 2025
  6. Journal
    FEDORA: Federated Ensemble Reinforcement Learning for DAG-Based Task Offloading and Resource Allocation in MEC
    Sangrez Khan, Amir Ali-Pour, Marios Avgeris, and
    IEEE Internet of Things Journal, 2025

2024

  1. Journal
    Service function chain network planning through offline, online and infeasibility restoration techniques
    Ramy Mohamed, Marios Avgeris, Aris Leivadeas, and
    Computer Networks, 2024
  2. Journal
    VNF Placement and Dynamic NUMA Node Selection Through Core Consolidation at the Edge and Cloud
    Taha Ben Salah, Marios Avgeris, Aris Leivadeas, and
    IEEE Transactions on Network and Service Management, 2024
  3. Conference
    Online VNF Placement using Deep Reinforcement Learning and Reward Constrained Policy Optimization
    Ramy Mohamed, Marios Avgeris, Aris Leivadeas, and
    In 2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2024
  4. Conference
    Fragmentation-Aware VNF Placement: A Deep Reinforcement Learning Approach
    Ramy Mohamed, Marios Avgeris, Aris Leivadeas, and
    In ICC 2024 - IEEE International Conference on Communications, 2024
  5. Journal
    Optimizing Resource Fragmentation in Virtual Network Function Placement using Deep Reinforcement Learning
    Ramy Mohamed, Marios Avgeris, Aris Leivadeas, and
    IEEE Transactions on Machine Learning in Communications and Networking, 2024
  6. Conference
    DRL-based Trajectory Planning and Sensor Task Scheduling for Edge Robotics
    Sirine Bouhoula, Marios Avgeris, Aris Leivadeas, and
    In 2024 IEEE 10th World Forum on Internet of Things (WF-IoT), 2024
  7. Journal
    EMDTORA: Energy-Aware Multi-User Dependent Task Offloading and Resource Allocation in MEC Using Graph-Enabled DRL
    Sangrez Khan, Marios Avgeris, Julien Gascon-Samson, and
    IEEE Transactions on Green Communications and Networking, 2024

2023

  1. Conference Travel Grant
    Model Predictive Control for Automated Network Assurance in Intent-Based Networking enabled Service Function Chains
    Marios Avgeris, Aris Leivadeas, Nikolaos Athanasopoulos, and
    In NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium, 2023
  2. Conference
    A Two-Stage Cooperative Reinforcement Learning Scheme for Energy-Aware Computational Offloading
    Marios Avgeris, Meriem Mechennef, Aris Leivadeas, and
    In 2023 IEEE 24th International Conference on High Performance Switching and Routing (HPSR), 2023
  3. Conference Travel Grant
    A Reinforcement-Learning Self-Healing Approach for Virtual Network Function Placement
    Marios Avgeris, Aris Leivadeas, and Ioannis Lambadaris
    In NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium, 2023
  4. Workshop
    Reinforcement learning-enabled auctions for self-healing in service function chaining
    Marios Avgeris, Aris Leivadeas, and Ioannis Lambadaris
    In 2023 IEEE International Conference on Communications Workshops (ICC Workshops), 2023
  5. Conference
    Security-Oriented Network Intent Placement using Particle Swarm Optimization
    Gabriel Landeau, Marios Avgeris, Aris Leivadeas, and
    In 2023 7th Cyber Security in Networking Conference (CSNet), 2023
  6. Conference
    Service Function Chaining in LEO Satellite Networks via Multi-Agent Reinforcement Learning
    Khai Doan, Marios Avgeris, Aris Leivadeas, and
    In GLOBECOM 2023 - 2023 IEEE Global Communications Conference, 2023

2022

  1. Journal
    Resource-aware estimation and control for edge robotics: A set-based approach
    Dimitrios Spatharakis, Marios Avgeris, Nikolaos Athanasopoulos, and
    IEEE Internet of Things Journal, 2022
  2. Journal
    ENERDGE: Distributed energy-aware resource allocation at the edge
    Marios Avgeris, Dimitrios Spatharakis, Dimitrios Dechouniotis, and
    Sensors, 2022
  3. Conference
    Computational offloading for the industrial internet of things: A performance analysis
    Sirine Bouhoula, Marios Avgeris, Aris Leivadeas, and
    In 2022 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2022

2021

  1. Journal
    Task offloading in Edge and Cloud Computing: A survey on mathematical, artificial intelligence and control theory solutions
    Firdose Saeik, Marios Avgeris, Dimitrios Spatharakis, and
    Computer Networks, 2021
  2. Thesis
    (PhD Thesis) Dynamic resource allocation and computational offloading at the network edge for Internet of things applications
    Marios Avgeris
    National Technical University of Athens, 2021
  3. Conference
    Enabling industrial network slicing orchestration: A collaborative edge robotics use case
    Ioannis Dimolitsas, Marios Avgeris, Dimitrios Spatharakis, and
    In 2021 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2021
  4. Conference
    Industrial Robotics Experimentation over Federated Next Generation Internet Testbeds
    Dimitrios Spatharakis, Marios Avgeris, Grigorios Kakkavas, and
    In 2021 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2021
  5. Conference
    User association and behavioral characterization during task offloading at the edge
    Firdose Saeik, John Violos, Aris Leivadeas, and
    In 2021 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2021

2020

  1. Journal
    Meson: Optimized cross-slice communication for edge computing
    George Papathanail, Angelos Pentelas, Ioakeim Fotoglou, and
    IEEE Communications Magazine, 2020
  2. Conference
    A switching offloading mechanism for path planning and localization in robotic applications
    Dimitrios Spatharakis, Marios Avgeris, Nikolaos Athanasopoulos, and
    In 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics), 2020

2019

  1. Journal
    Semantic interoperability for iot platforms in support of decision making: an experiment on early wildfire detection
    Nikos Kalatzis, George Routis, Yiorgos Marinellis, and
    Sensors, 2019
  2. Journal
    Where there is fire there is smoke: A scalable edge computing framework for early fire detection
    Marios Avgeris, Dimitrios Spatharakis, Dimitrios Dechouniotis, and
    Sensors, 2019
  3. Journal
    Adaptive resource allocation for computation offloading: A control-theoretic approach
    Marios Avgeris, Dimitrios Dechouniotis, Nikolaos Athanasopoulos, and
    ACM Transactions on Internet Technology (TOIT), 2019
  4. Workshop
    Single vision-based self-localization for autonomous robotic agents
    Marios Avgeris, Dimitrios Spatharakis, Nikolaos Athanasopoulos, and
    In 2019 7th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW), 2019

2018

  1. Conference
    Edge computing in IoT ecosystems for UAV-enabled early fire detection
    Nikos Kalatzis, Marios Avgeris, Dimitris Dechouniotis, and
    In 2018 IEEE international conference on smart computing (SMARTCOMP), 2018
  2. Conference
    Utility decisions for QoE-QoS driven applications in practical mobile broadband networks
    Vasileios Karyotis, Marios Avgeris, Michalis Michaloliakos, and
    In 2018 Global Information Infrastructure and Networking Symposium (GIIS), 2018

2017

  1. Conference
    Semantic Resource Management of Federated IoT Testbeds
    Marios Avgeris, Nikos Kalatzis, Dimitrios Dechouniotis, and
    In Ad-hoc, Mobile, and Wireless Networks: 16th International Conference on Ad Hoc Networks and Wireless, ADHOC-NOW 2017, Messina, Italy, September 20-22, 2017, Proceedings 16, 2017