CPSWS 2025
CPS Summer School PhD Workshop 2025

Table of Contents

• Summary: There were 10 papers submitted for peer-review to this workshop. Out of these, 8 of them were accepted for this volume as short papers.

Short Papers

• Improving Machine Learning Anomaly Detection for Safety-Critical RISC-V Automotive Systems
  Elio Vinciguerra, Maurizio Palesi, Giuseppe Ascia
• Bottom-Up Resource Orchestration in Edge Computing: A Pod Profile-Aware Agent-Based Approach
  Marija Gojkovic, Melanie Schranz
• FPGA-Accelerated Neural Networks for Real-Time Anomaly Detection using High-Level Synthesis
  Anila Hoxha, Shekoufeh Neisarian, Talaya Farasat, Joachim Posegga, Elif Bilge Kavun
• PyCacheGen: A Highly Configurable Open-Source Generator for Synthesizable Caches
  Richard Müller, Konstantin Lübeck, Michael Kuhn, Paul Palomero Bernardo, Oliver Bringmann
• Towards the FPGA Platform Integration of Carbon-Nanotubes in Physical Unclonable Functions
  Martin Schmid, Simon Böttger, Martin Ernst, Martin Hartmann, Sascha Hermann, Elif Bilge Kavun, Stefan Katzenbeisser
• Dataflow-based FPGA Accelerators Generation via MLIR and Multi-dataflow Composer tool
  Mohammad Cheshfar, Jiahong Bi, Francesco Ratto
• Towards DNN Training at the Edge with Direct Feedback Alignment
  Matteo Lai, Davide Nadalini, Francesco Ratto
• Scalability and Robustness of Ant Search in Edge-Fog-Cloud Distributed Knowledge Graphs
  Oleksandr Chepizhko, Péter Forgács, Melanie Schranz