The CAD & Reliability group is part of the TIRAMISU project. In the frame of this project, we are looking for good candidates for the following PhD positions:
Reliability estimation tehniques for AI accelerators
Supervisors: Prof. Matteo Sonza Reorda (Politecnico di Torino), Dr. Esteban Rodriguez (Politecnico di Torino)
Analysis and improvement of fault tolerance and safety of AI accelerators
Supervisors: Dr. Hans-Martin Bluethgen (Cadence), Dr. Ahmet Cagri Bagbaba (Cadence), Prof. Matteo Sonza Reorda (Politecnico di Torino)
Software-based hardening solutions for AI-based architectures
Supervisors: Prof. Luca Sterpone (Politecnico di Torino), Dr. Sarah Azimi (Politecnico di Torino)
Virtual prototyping and behavioral modelling of AI accelerators
Supervisors: Alberto Pisoni (Dumarey), Dr. Sarah Azimi (Politecnico di Torino)
Case study of innovation management for Edge AI hardware design flow
Supervisors: Prof. Christian Hopp (Bern University of Applied Science),
Prof. Gernot Pruschak (Bern University of Applied Science), Prof.
Alessandra Colombelli (Politecnico di Torino, DIGEP)
For further information, please contact Prof. Matteo Sonza Reorda matteo.sonzareorda@polito.it.