2 papers
cs.AR2026
Strix: Re-thinking NPU Reliability from a System Perspective
Jiapeng Guan, Jie Zhang, Hao Zhou +8
DNNs and LLMs increasingly rely on hardware accelerators, including in safety-critical domains, while technology scaling and growing model complexity make hardware faults more freq…
cs.AR2024
MESC: Re-thinking Algorithmic Priority and/or Criticality Inversions for Heterogeneous MCSs
Jiapeng Guan, Ran Wei, Dean You +4
Modern Mixed-Criticality Systems (MCSs) rely on hardware heterogeneity to satisfy ever-increasing computational demands. However, most of the heterogeneous co-processors are design…