ITHICA generates functional tests via intra-thread instruction duplication and comparison, detecting 39% more defective servers than baseline methods on over 3000 real CPUs while revealing new defect behaviors.
Detecting silent data corruptions in the wild
3 Pith papers cite this work. Polarity classification is still indexing.
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Cerberus unifies on-die, link, and system ECC layers via an Encode-Once Decode-Many architecture to improve resilience and cut redundant overhead.
AIReSim is a discrete event simulator for evaluating failure mitigation, recovery, and capacity planning decisions in large AI clusters.
citing papers explorer
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ITHICA: Intra-Thread Instruction Checking Approach for Defect-Induced Silent Data Corruptions
ITHICA generates functional tests via intra-thread instruction duplication and comparison, detecting 39% more defective servers than baseline methods on over 3000 real CPUs while revealing new defect behaviors.
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Cerberus: Cross-Layer ECC Co-Design for Robust and Efficient Memory Protection
Cerberus unifies on-die, link, and system ECC layers via an Encode-Once Decode-Many architecture to improve resilience and cut redundant overhead.
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AIReSim: A Discrete Event Simulator for Large-scale AI Cluster Reliability Modeling
AIReSim is a discrete event simulator for evaluating failure mitigation, recovery, and capacity planning decisions in large AI clusters.