1. GIANNAKAS Theodoros
  2. GIANNAKAS Theodoros
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GIANNAKAS Theodoros

Conference

Doanis, Pavlos; Giannakas, Theodoros; Spyropoulos, Thrasyvoulos

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

GLOBECOM 2022, IEEE Global Communications Conference, 4-8 December 2022, Rio de Janeiro, Brazil
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Conference

Giannakas, Theodoros; Spyropoulos, Thrasyvoulos; Smid, Ondrej

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

WOWMOM 2022, IEEE 23rd International Symposium on a World of Wireless, Mobile and Multimedia Networks, 14-17 June 2022, Belfast, Ireland
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Giannakas, Theodoros; Giovanidis, Anastasios; Spyropoulos, Thrasyvoulos

MDP-based network friendly recommendations

ACM Transactions on Modeling and Performance Evaluation of Computing Systems, January 2022
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Conference

Smid, Ondrej; Giannakas, Theodoros; Spyropoulos, Thrasyvoulos

Neural network architectures for network slicing with dynamic offloading rules

MeditCom 2021, IEEE International Mediterranean Conference on Communications and Networking, 7-10 Septembre 2021, Athens, Greece (Hybrid Conference)

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Doanis, Pavlos; Giannakas, Theodoros; Spyropoulos, Thrasyvoulos

A reinforcement learning approach for end-to-end slicing in beyond 5G networks

MeditCom 2021, IEEE International Mediterranean Conference on Communications and Networking, 7-10 Septembre 2021, Athens, Greece (Hybrid Conference)
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Conference

Ehsanian, Ali; Spyropoulos, Thrasyvoulos; Giannakas, Theodoros

Resource allocation in beyond 5G virtualized networks with distributed deep neural networks

MeditCom 2021, IEEE International Mediterranean Conference on Communications and Networking, 7-10 Septembre 2021, Athens, Greece (Hybrid Conference)
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Giannakas, Theodoros; Sermpezis, Pavlos; Spyropoulos, Thrasyvoulos

Network friendly recommendations: Optimizing for long viewing sessions

IEEE Transactions on Mobile Computing, 2 September 2021
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Conference

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

Fairness in network-friendly recommendations

WOWMOM 2021, IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, 7-11 June 2021, Pisa, Italy (Virtual Conference)
Runner-up for the Best Paper Award (2nd place)
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Conference

Giannakas, Theodoros; Giovanidis, Anastasios; Spyropoulos, Thrasyvoulos

SOBA: Session optimal MDP-based network friendly recommendations

INFOCOM 2021, IEEE International Conference on Computer Communications, 10-13 May 2021, Vancouver, Canada (Virtual Conference)
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Conference

Costantini, Marina; Spyropoulos, Thrasyvoulos; Giannakas, Theodoros; Sermpezis, Pavlos

Approximation guarantees for the joint optimization of caching and recommendation

ICC 2020, IEEE International Conference on Communications
7-11 June 2020, Dublin, Ireland (Virtual Conference)
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