Theodoros Giannakas

According to our database, Theodoros Giannakas authored at least 15 papers between 2017 and 2023.

Collaborative distances:

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

2023

Network Friendly Recommendations: Optimizing for Long Viewing Sessions.

Theodoros Giannakas, Pavlos Sermpezis, Thrasyvoulos Spyropoulos

IEEE Trans. Mob. Comput., March, 2023

Distributed no-regret edge resource allocation with limited communication.

Saad Kriouile, Dimitrios Tsilimantos, Theodoros Giannakas

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

2022

Fast and accurate edge resource scaling for 5G/6G networks with distributed deep neural networks.

Theodoros Giannakas, Thrasyvoulos Spyropoulos, Ondrej Smid

Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

Scalable end-to-end slice embedding and reconfiguration based on independent DQN agents.

Pavlos Doanis, Theodoros Giannakas, Thrasyvoulos Spyropoulos

Proceedings of the IEEE Global Communications Conference, 2022

2021

MDP-based Network Friendly Recommendations.

Theodoros Giannakas, Anastasios Giovanidis, Thrasyvoulos Spyropoulos

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2021

Fairness in Network-Friendly Recommendations.

Theodoros Giannakas, Pavlos Sermpezis, Anastasios Giovanidis, Thrasyvoulos Spyropoulos, George Arvanitakis

Proceedings of the 22nd IEEE International Symposium on a World of Wireless, 2021

Neural network architectures for network slicing with dynamic offloading rules.

Ondrej Smid, Theodoros Giannakas, Thrasyvoulos Spyropoulos

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

SOBA: Session optimal MDP-based network friendly recommendations.

Theodoros Giannakas, Anastasios Giovanidis, Thrasyvoulos Spyropoulos

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020

Joint modeling and optimization of caching and recommendation systems. (Modélisation et optimisation conjointes des systèmes de mise en cache et de recommandation).

Theodoros Giannakas

PhD thesis, 2020

Approximation Guarantees for the Joint Optimization of Caching and Recommendation.

Marina Costantini, Thrasyvoulos Spyropoulos, Theodoros Giannakas, Pavlos Sermpezis

Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019

The Order of Things: Position-Aware Network-friendly Recommendations in Long Viewing Sessions.

Theodoros Giannakas, Thrasyvoulos Spyropoulos, Pavlos Sermpezis

Proceedings of the International Symposium on Modeling and Optimization in Mobile, 2019

2018

Soft Cache Hits: Improving Performance Through Recommendation and Delivery of Related Content.

Pavlos Sermpezis, Theodoros Giannakas, Thrasyvoulos Spyropoulos, Luigi Vigneri

IEEE J. Sel. Areas Commun., 2018

Show me the Cache: Optimizing Cache-Friendly Recommendations for Sequential Content Access.

Theodoros Giannakas, Pavlos Sermpezis, Thrasyvoulos Spyropoulos

Proceedings of the 19th IEEE International Symposium on "A World of Wireless, 2018

2017

Femto-Caching with Soft Cache Hits: Improving Performance through Recommendation and Delivery of Related Content.

Pavlos Sermpezis, Thrasyvoulos Spyropoulos, Luigi Vigneri, Theodoros Giannakas

CoRR, 2017

Femto-Caching with Soft Cache Hits: Improving Performance with Related Content Recommendation.

Pavlos Sermpezis, Thrasyvoulos Spyropoulos, Luigi Vigneri, Theodoros Giannakas

Proceedings of the 2017 IEEE Global Communications Conference, 2017