Assessing the impact of partial verifications against silent data corruptions

A Cavelan, SK Raina, Y Robert… - 2015 44th International …, 2015 - ieeexplore.ieee.org
Silent errors, or silent data corruptions, constitute a major threat on very large scale
platforms. When a silent error strikes, it is not detected immediately but only after some …

Correctness field testing of production and decommissioned high performance computing platforms at los alamos national laboratory

SE Michalak, WN Rust, JT Daly… - SC'14: Proceedings …, 2014 - ieeexplore.ieee.org
Silent Data Corruption (SDC) can threaten the integrity of scientific calculations performed
on high performance computing (HPC) platforms and other systems. To characterize this …

Predicting the silent data corruption vulnerability of instructions in programs

N Yang, Y Wang - 2019 IEEE 25th International Conference on …, 2019 - ieeexplore.ieee.org
With the decreasing size and voltage level of internal device components, soft errors are
increasing and constitute a major threat on electronic devices. Silent data corruption (SDC) …

Detecting silent data corruption for extreme-scale MPI applications

L Bautista-Gomez, F Cappello - Proceedings of the 22nd European MPI …, 2015 - dl.acm.org
Next-generation supercomputers are expected to have more components and, at the same
time, consume several times less energy per operation. These trends are pushing …

Silent data corruption and embedded processing with NASA's SpaceCube

KM Zick, CC Yu, JP Walters… - IEEE Embedded Systems …, 2012 - ieeexplore.ieee.org
Dramatic increases in embedded data processing performance are becoming possible
using platforms such as the NASA SpaceCube. With a flexible architecture and commercial …

SDC-causing error detection based on lightweight vulnerability prediction

C Liu, J Gu, Z Yan, F Zhuang… - Asian Conference on …, 2019 - proceedings.mlr.press
Nowadays the system vulnerability caused by soft errors grows exponentially, of which
Silent Data Corruption (SDC) is one of the most harmful issues due to introducing unnoticed …

Instruction sdc vulnerability prediction using long short-term memory neural network

Y Liu, J Li, Y Zhuang - Advanced Data Mining and Applications: 14th …, 2018 - Springer
Abstract Silent Data Corruption (SDC) is one of the serious issues in soft errors and it is
difficult to detect because it can cause erroneous results without any indication. In order to …

Characterizing the impact of soft errors across microarchitectural structures and implications for predictability

B Wibowo, A Agrawal, J Tuck - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
The trends of transistor size and system complexity scaling continue. As a result, soft errors
in the system, including the processor core, are predicted to become one of the major …

SDCInfer: inference of silent data corruption causing instructions

J Ma, Y Wang, L Zhou, C Hu… - 2015 6th IEEE …, 2015 - ieeexplore.ieee.org
As process technology scales, electronic devices become more susceptible to transient
faults induced by radiation. Symptom-based detection techniques provide promising low …

Lightweight and accurate silent data corruption detection in ordinary differential equation solvers

PL Guhur, H Zhang, T Peterka… - … Conference on Parallel …, 2016 - Springer
Silent data corruptions (SDCs) are errors that corrupt the system or falsify results while
remaining unnoticed by firmware or operating systems. In numerical integration solvers …