Hierarchical Federated Transfer Learning: A Multi-Cluster Approach on the Computing Continuum
Ahmad, Sabtain, Aral, Atakan
Published in 2023 International Conference on Machine Learning and Applications (ICMLA) (15.12.2023)
Published in 2023 International Conference on Machine Learning and Applications (ICMLA) (15.12.2023)
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Conference Proceeding
Sustainable Environmental Monitoring via Energy and Information Efficient Multinode Placement
Ahmad, Sabtain, Uyanık, Halit, Ovatman, Tolga, Sandıkkaya, Mehmet Tahir, De Maio, Vincenzo, Brandić, Ivona, Aral, Atakan
Published in IEEE internet of things journal (15.12.2023)
Published in IEEE internet of things journal (15.12.2023)
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Journal Article
Communication and Energy Efficient Edge Intelligence
Ahmad, Sabtain
Published in 2022 IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT) (01.12.2022)
Published in 2022 IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT) (01.12.2022)
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Conference Proceeding
FedCD: Personalized Federated Learning via Collaborative Distillation
Ahmad, Sabtain, Aral, Atakan
Published in 2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing (UCC) (01.12.2022)
Published in 2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing (UCC) (01.12.2022)
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Conference Proceeding
Collaborative Smart Environmental Monitoring Using Flying Edge Intelligence
Sari, T. Tolga, Ahmad, Sabtain, Aral, Atakan, Secinti, Gokhan
Published in GLOBECOM 2023 - 2023 IEEE Global Communications Conference (04.12.2023)
Published in GLOBECOM 2023 - 2023 IEEE Global Communications Conference (04.12.2023)
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Conference Proceeding
Sustainable Environmental Monitoring via Energy and Information Efficient Multi-Node Placement
Ahmad, Sabtain, Uyanik, Halit, Ovatman, Tolga, Sandikkaya, Mehmet Tahir, Maio, Vincenzo De, Brandic, Ivona, Aral, Atakan
Published in IEEE internet of things journal (07.08.2023)
Published in IEEE internet of things journal (07.08.2023)
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Journal Article
Autoencoder-based Condition Monitoring and Anomaly Detection Method for Rotating Machines
Ahmad, Sabtain, Styp-Rekowski, Kevin, Nedelkoski, Sasho, Kao, Odej
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding