PhD student at the Distributed systems Group of the Faculty of Engineering, Mathematics and Computer Science (EEMCS/EWI), Delft University of Technology.
My research aims to scale computational workloads across multiple devices by moving the computation to the data source instead of moving data. This allows for the collaboration between different devices without sharing (privacy sensitive) data.
My current interests include:
- Optimization of DNN inference on Edge devices
- Federated Learning in heterogeneous systems
- (Distributed) Continual Learning
- Byzantine Learning