Performance and power constraints come together with Complementary Metal Oxide
Semiconductor technology scaling in future Exascale systems. Technology scaling makes …

In this paper, we present CSI: Rowhammer, a principled hardware-software co-design
Rowhammer mitigation with cryptographic security and integrity guarantees, that does not …

Convolutional neural networks (CNNs) are becoming more and more important for solving
challenging and critical problems in many fields. CNN inference applications have been …

Abstract The Young/Daly formula provides an approximation of the optimal checkpointing
period for a parallel application executing on a supercomputing platform. It was originally …

Hardware failures have a big impact on the dependability of large-scale data centers. We
present studies on over 290,000 hardware failure reports collected over the past four years …

Today's large-scale supercomputers encounter faults on a daily basis. Exascale systems are
likely to experience even higher fault rates due to increased component count and density …

Chip manufacturers and hyperscalers are becoming increasingly aware of the problem
posed by Silent Data Errors (SDE) and are taking steps to address it. Major computing …

Aggressive storage density scaling in modern main memories causes increasing error rates
that are addressed using error-mitigation techniques. State-of-the-art techniques for …

Silent Data Corruptions (SDCs) pose a significant threat to the integrity of digital systems.
These stealthy saboteurs silently corrupt data, remaining undetected by traditional error …

As we near exascale, resilience remains a major technical hurdle. Any technique with the
goal of achieving resilience suffers from having to be reactive, as failures can appear at any …