Georgios Drainakis

According to our database, Georgios Drainakis authored at least 15 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Proceedings of the International Conference on Software, 2024

Distributed Predictive QoS in Automotive Environments Under Concept Drift.

Georgios Drainakis, Panagiotis Pantazopoulos, Konstantinos V. Katsaros, Vasilis Sourlas, Angelos Amditis, Dimitra I. Kaklamani

Proceedings of the IFIP Networking Conference, 2024

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, April, 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

Optical Intra- and Inter-Rack Switching Architecture for Scalable, Low-Latency Data Center Networks.

Georgios Drainakis, Peristera A. Baziana, Adonis Bogris

Proceedings of the IEEE Symposium on Computers and Communications, 2023

2022

Software-defined optical intra-data center network and access control Strategy.

Peristera A. Baziana, Georgios Drainakis, Efstathios D. Sykas

Opt. Switch. Netw., 2022

Collision-free distributed MAC protocol for passive optical intra-rack data center networks.

Peristera A. Baziana, Georgios Drainakis

JOCN, 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

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

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2022

2021

A Scalable Optical Intra-Cluster Data Center Network with an Efficient WDMA protocol: Performance and Power Consumption Study.

Peristera A. Baziana, Georgios Drainakis

Proceedings of the 30th Wireless and Optical Communications Conference, 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

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2021

On the Resource Consumption of Distributed ML.

Georgios Drainakis, Panagiotis Pantazopoulos, Konstantinos V. Katsaros, Vasilis Sourlas, Angelos Amditis

Proceedings of the 27th IEEE International Symposium on Local and Metropolitan Area Networks, 2021

On the Distribution of ML Workloads to the Network Edge and Beyond.

Georgios Drainakis, Panagiotis Pantazopoulos, Konstantinos V. Katsaros, Vasilis Sourlas, Angelos Amditis

Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

2020

Federated vs. Centralized Machine Learning under Privacy-elastic Users: A Comparative Analysis.

Georgios Drainakis, Konstantinos V. Katsaros, Panagiotis Pantazopoulos, Vasilis Sourlas, Angelos Amditis

Proceedings of the 19th IEEE International Symposium on Network Computing and Applications, 2020

Vehicle maneuver-based long-term trajectory prediction at intersection crossings.

Richardos Drakoulis, Anastasia Bolovinou, Georgios Drainakis, Angelos Amditis

Proceedings of the 3rd IEEE Connected and Automated Vehicles Symposium, 2020