Salonidis, Theodoros

Adaptive Federated Learning in Resource Constrained Edge Computing Systems

Wang, S., Tuor, T., Salonidis, T., Leung, K. K., Makaya, C., He, T., & Chan, K. (2019) · IEEE Journal on Selected Areas in Communications

Privacy-Preserving Technologies in DataIoT and Edge/Fog Computing

Cited by 2,232

When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning

Wang, S., Tuor, T., Salonidis, T., Leung, K. K., Makaya, C., He, T., & Chan, K. (2018) · IEEE INFOCOM 2018 - IEEE Conference on Computer Communications

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 209

Differential privacy-enabled federated learning for sensitive health data

Choudhury, O., Gkoulalas-Divanis, A., Salonidis, T., Sylla, I., Park, Y., Hsu, G., & Das, A. (2019) · arXiv

Privacy-Preserving Technologies in DataCloud Data Security Solutions

Cited by 184

On the Complexity of Optimal Request Routing and Content Caching in Heterogeneous Cache Networks

Dehghan, M., Jiang, B., Seetharam, A., He, T., Salonidis, T., Kurose, J., Towsley, D., & Sitaraman, R. (2017) · IEEE/ACM Transactions on Networking

Caching and Content DeliveryNetwork Traffic and Congestion Control

Cited by 107

DeepCham: Collaborative Edge-Mediated Adaptive Deep Learning for Mobile Object Recognition

Li, D., Salonidis, T., Desai, N. V., & Chuah, M. C. (2016) · 2016 IEEE/ACM Symposium on Edge Computing (SEC)

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 84