Vehicle maneuver-based long-term trajectory prediction at intersection crossings. - Richardos Drakoulis; Anastasia Bolovinou; Georgios Drainakis; Angelos Amditis (CAVS, 2020)

Federated vs. Centralized Machine Learning under Privacy-elastic Users: A Comparative Analysis. - Georgios Drainakis; Konstantinos V. Katsaros; Panagiotis Pantazopoulos; Vasilis Sourlas; Angelos Amditis (NCA, 2020)

On the Distribution of ML Workloads to the Network Edge and Beyond. - Georgios Drainakis; Panagiotis Pantazopoulos; Konstantinos V. Katsaros; Vasilis Sourlas; Angelos Amditis (INFOCOM Workshops, 2021)

On the Resource Consumption of Distributed ML. - Georgios Drainakis; Panagiotis Pantazopoulos; Konstantinos V. Katsaros; Vasilis Sourlas; Angelos Amditis (LANMAN, 2021)

A Distributed ML Framework for Service Deployment in the 5G-based Automotive Vertical. - Vasilis Sourlas; Amr Rizk; Konstantinos V. Katsaros; Panagiotis Pantazopoulos; Georgios Drainakis; Angelos Amditis (MeditCom, 2021)

A Scalable Optical Intra-Cluster Data Center Network with an Efficient WDMA protocol: Performance and Power Consumption Study. - Peristera A. Baziana; Georgios Drainakis (WOCC, 2021)

Design and proof of concept of a prediction engine for decision support during cyber range attack simulations in the maritime domain. - Markos Antonopoulos; Giorgos Drainakis; Eleftherios Ouzounoglou; Giorgos Papavassiliou; Angelos Amditis (CSR, 2022)

Enabling Far-Edge Intelligent Services with Network Applications: The Automotive Case. - Konstantinos V. Katsaros; Eirini Liotou; Francesca Moscatelli; Theodoros Rokkas; Georgios Drainakis; Edoardo Bonetto; Daniele Brevi; Dimitrios Klonidis; Ioannis Neokosmidis; Angelos Amditis (IEEE Internet Things Mag., 2022)

Collision-free distributed MAC protocol for passive optical intra-rack data center networks. - Peristera A. Baziana; Georgios Drainakis (JOCN, 2022)

Software-defined optical intra-data center network and access control Strategy. - Peristera A. Baziana; Georgios Drainakis; Efstathios D. Sykas (Opt. Switch. Netw., 2022)

Optical Intra- and Inter-Rack Switching Architecture for Scalable, Low-Latency Data Center Networks. - Georgios Drainakis; Peristera A. Baziana; Adonis Bogris (ISCC, 2023)

Scalable and low server-to-server latency data center network architecture based on optical packet inter-rack and intra-rack switching. - Georgios Drainakis; Peristera A. Baziana; Adonis Bogris (JOCN, 2023)

From centralized to Federated Learning: Exploring performance and end-to-end resource consumption. - Georgios Drainakis; Panagiotis Pantazopoulos; Konstantinos V. Katsaros; Vasilis Sourlas; Angelos Amditis; Dimitra I. Kaklamani (Comput. Networks, 2023)

NordicDat: A Cross-Border Predictive QoS Dataset. - Topi Miekkala; Pasi Pyykönen; Georgios Drainakis; Panagiotis Pantazopoulos; Tobias Muller; Konstantinos V. Katsaros; Vasilis Sourlas; Angelos Amditis; Dimitra I. Kaklamani (GLOBECOM, 2024)

Distributed Predictive QoS in Automotive Environments Under Concept Drift. - Georgios Drainakis; Panagiotis Pantazopoulos; Konstantinos V. Katsaros; Vasilis Sourlas; Angelos Amditis; Dimitra I. Kaklamani (IFIP Networking, 2024)

AI and ML Applications Traffic: Designing Challenges for Performance Optimization of Optical Data Center Networks. - Peristera A. Baziana; Georgios Drainakis; David Georgantas; Adonis Bogris (SoftCOM, 2024)

Application-Aware Resource Allocation and Traffic Classification for US-Latency Optical Data Centers. - Georgios Drainakis; Peristera A. Baziana; Adonis Bogris (MeditCom, 2025)

An All-Optical Metro Network Architecture and QoS-Aware Wavelength Allocation Study for Converged Fixed, Mobile, and Edge Computing Multi-Granular Traffic. - David Georgantas; Zhaoyang Liu; Georgios Drainakis; Bitao Pan; Adonis Bogris; Peristera A. Baziana (CoRR, 2025)