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Federico Lucchetti, Maria Fernandes, Lydia Y. Chen, J.E.A.P. Decouchant, Marcus Völp (2022), Federated Geometric Monte Carlo Clustering to Counter Non-IID Datasets.

Jianxin Zhao, Rui Han, Yongkai Yang, Benjamin Catterall, Chi Harold Liu, Lydia Y. Chen, Richard Mortier, Jon Crowcroft, Liang Wang (2022), Federated Learning With Heterogeneity-Aware Probabilistic Synchronous Parallel on Edge, In IEEE Transactions on Services Computing Volume 15 p.614-626.

Han Wu, Zilong Zhao, Lydia Y. Chen, Aad van Moorsel (2022), Federated Learning for Tabular Data: Exploring Potential Risk to Privacy, Cristina Ceballos (Eds.), In Proceedings of the 2022 IEEE 33rd International Symposium on Software Reliability Engineering (ISSRE) p.193-204, IEEE.

Zehong Dong, Yinghui Li, Maolong Lv, Zilong Zhao, Binbin Pei (2022), Fuzzy Adaptive Prescribed Performance Fault-Tolerant Control for HFVs with Fixed-Time Convergence Guarantee, In International Journal of Aerospace Engineering Volume 2022.

Bulat Nasrulin, Martijn de Vos, Georgy Ishmaev, Johan Pouwelse (2022), Gromit: Benchmarking the Performance and Scalability of Blockchain Systems, L. O'Conner (Eds.), In Proceedings of the 2022 IEEE International Conference on Decentralized Applications and Infrastructures (DAPPS) p.56-63, IEEE.

Túlio Pascoal, J.E.A.P. Decouchant, Antoine Boutet, Marcus Völp (2022), I-GWAS: Privacy-Preserving Interdependent Genome-Wide Association Studies, In I-GWAS: Privacy-Preserving Interdependent Genome-Wide Association Studies p.437–454.

Alexandru Uta, Bogdan Ghit, Ankur Dave, Jan Rellermeyer, Peter Boncz (2022), In-Memory Indexed Caching for Distributed Data Processing, L. O'Conner (Eds.), In Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS) p.104-114, IEEE.

Qinglong Zhang, Rui Han, Gaofeng Xin, Chi Harold Liu, Guoren Wang, Lydia Y. Chen (2022), Lightweight and Accurate DNN-Based Anomaly Detection at Edge, In IEEE Transactions on Parallel and Distributed Systems Volume 33 p.2927-2942.

Bart Cox, Robert Birke, Lydia Y. Chen (2022), Memory-aware and context-aware multi-DNN inference on the edge, In Pervasive and Mobile Computing Volume 83.