Author

Zhi-Ling Lan

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Preprint Oct 2026

BitIR: Cross-Architecture Fault Injection for Resilience Analysis of Heterogeneous GPU Applications

Modern GPU-based HPC systems rely on heterogeneous vendor stacks, yet resilience studies are largely limited to single architectures, leaving it unclear how faults behave across different GPU backends. We present \emph{BitIR}, a cross-architecture fault injection framework that injects deterministic single-bit faults a...

M. Dunlavy, Michael E. Papka, Zhi-Ling Lan · 0 citations

Preprint Aug 2026

MARS: A Monte Carlo Tree Search-based Adaptive and Responsive Scheduler

This work introduces MARS (Monte Carlo Tree Search-based Adaptive and Responsive Scheduler), a training-free HPC scheduler whose optimization goal is configurable through a reward function rather than baked into a learned model.

Yash Kurkure, Yihe Zhang, Zhiling Lan et al. · 0 citations