Deep Iterative Resource Allocation (DIRA)

Posted on Mi 16 März 2022 in publications

During my masters program I worked on learning based algorithms for large-scale networked control systems. We developed DIRA a scalable Deep reinforcement learning based Iterative Resource Allocation algorithm to schedule communication resources in a control sensitive manner [arxiv].

Encrypted Control using Partial Homomorphic Encryption (PHE)

Posted on Do 10 Februar 2022 in publications

Modern networked control systems contain various types of sensitive data. Ideally, control methods should ensure continuous encryption of process data within a control loop. We showed how this can be achieved using partial homomorphic encryption, see [1], [2].