1. SPYROPOULOS Thrasyvoulos
  2. SPYROPOULOS Thrasyvoulos
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SPYROPOULOS Thrasyvoulos

Conference

Ehsanian, Ali; Spyropoulos, Thrasyvoulos

Slice resource allocation with multiple edge-exit distributed deep neural networks

ICC 2025, IEEE International Conference on Communications, 8-12 June 2025, Montreal, Canada
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Journal

Costantini, Marina; Liakopoulos, Nikolaos; Mertikopoulos, Panayotis; Spyropoulos, Thrasyvoulos

Setwise coordinate descent for dual asynchronous decentralized optimization

IEEE Transactions on Automatic Control, 18 February 2025
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ARXIV
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Journal

Giannakas, Theodoros; Tsilimantos, Dimitrios; Destounis, Apostolos; Spyropoulos, Thrasyvoulos

Fast edge resource scaling with distributed DNN

IEEE Transactions on Network and Service Management, 27 January 2025
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Conference

Costantini, Marina; Neglia, Giovanni; Spyropoulos, Thrasyvoulos

FedDec: Peer-to-peer aided federated learning

SPAWC 2024, 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 10-13 September 2024, Lucca, Italy
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Conference

Ehsanian, Ali; Spyropoulos, Thrasyvoulos

Edge/cloud slice resource allocation for beyond 5G networks with distributed LSTM

PIMRC 2024, 35th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, 2-5 September 2024, Valencia, Spain
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Journal

Doanis, Pavlos; Spyropoulos, Thrasyvoulos

Sample-efficient multi-agent DQNs for scalable multi-domain 5G+ inter-slice orchestration

IEEE Transactions on Machine Learning in Communications and Networking, 28 June 2024
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Conference

Doanis, Pavlos; Spyropoulos, Thrasyvoulos

The curse of (too much) choice: Handling combinatorial action spaces in slice orchestration problems using DQN with coordinated branches

PerAI-6G 2024, Workshop on Pervasive Network Intelligence for 6G Networks, in conjunction with INFOCOM 2024, IEEE International Conference on Computer Communications, 20 May 2024, Vancouver, Canada
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Conference

Ehsanian, Ali; Spyropoulos, Thrasyvoulos

Distributed LSTM-based slice resource allocation for beyond 5G networks

ICNC 2024, International Conference on Computing, Networking and Communications, 19-22 February 2024, Big Island, Hawaii, USA
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Conference

Doanis, Pavlos; Spyropoulos, Thrasyvoulos

Multi-agent DQN with sample-efficient updates for large inter-slice orchestration problems

ICNC 2024, Conference on Computing, Networking and Communications, 19-22 February 2024, Big Island, Hawaii, USA
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Poster / Demo

Ehsanian, Ali; Spyropoulos, Thrasyvoulos

Slice resource allocation with distributed deep neural networks for 5G+ networks

Semantic Final Conference 2023, University of Athens, 27-28 September 2023, Athens, Greece
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