Todor Stefanov

Latest

• The paper 'EASTER: Learning to Split Transformers at the Edge Robustly' was accepted at IEEE/ACM CASES '24 (part of Embedded Systems Week '24).
• The paper 'Automated Derivation of Application Workload Models for Design Space Exploration of Industrial Distributed Cyber-Physical Systems' received the Best Paper Award at IEEE ICPS '24!
• The paper 'Automated Derivation of Application Workload Models for Design Space Exploration of Industrial Distributed Cyber-Physical Systems' was accepted for IEEE ICPS '24.
• Automated Derivation of Application Workload Models for Design Space Exploration of Industrial Distributed Cyber-Physical Systems
• Model and system robustness in distributed CNN inference at the edge
• Design Space Exploration for Distributed Cyber-Physical Systems: State-of-the-art, Challenges, and Directions
• The paper 'Hierarchical Design Space Exploration for Distributed CNN Inference at the Edge' was accepted at ITEM '22.
• AutoDiCE (Automated Distributed CNN Inference at the Edge)
• The paper 'Scenario Based Run-time Switching for Adaptive CNN-based Applications at the Edge' was accepted for ACM Transactions on Embedded Computing Systems.
• Optimization and deployment of CNNs at the Edge: The ALOHA experience