hardware-reliability

An AI-powered tool that forecasts SSD/HDD hardware failures by analyzing S.M.A.R.T. data with an unsupervised anomaly detection model. Features an interactive Streamlit dashboard for real-time analysis.

Sustained fault injection for RISC-V over the DFT scan chain — flip bits in real FFs at any cycle while the processor runs

Thermal hardware testbed for heat-load emulation, coolant circulation, DAQ pipelines, thermal cycling, PID tuning, and reliability characterization.

SDC excitation engine for arm64 servers — a stress-ng fork that spends every cycle maximizing silent-data-corruption excitation (di/dt, SMT contention, cache/TLB/interconnect pressure, SDC-directed data shaping). Detection is delegated to SDCShield.