Neural network based silent error detector
As we move toward exascale platforms, silent data corruptions (SDC) are likely to occur
more frequently. Such errors can lead to incorrect results. Attempts have been made to use …
more frequently. Such errors can lead to incorrect results. Attempts have been made to use …
Soft error detection for iterative applications using offline training
Silent data corruption (SDC) from soft errors is one of the challenges for Exascale systems
as the number of cores is increasing and the feature size is decreasing. In recent years, a …
as the number of cores is increasing and the feature size is decreasing. In recent years, a …
MACORD: online adaptive machine learning framework for silent error detection
Future high-performance computing (HPC) systems with ever-increasing resource capacity
(such as compute cores, memory and storage) may significantly increase the risks on …
(such as compute cores, memory and storage) may significantly increase the risks on …
Comparative analysis of soft-error detection strategies: A case study with iterative methods
Undetected soft errors caused by transient bit flips can lead to silent data corruption (SDC),
an undesirable outcome where invalid results pass for valid ones. This has motivated the …
an undesirable outcome where invalid results pass for valid ones. This has motivated the …
An efficient silent data corruption detection method with error-feedback control and even sampling for HPC applications
S Di, E Berrocal, F Cappello - 2015 15th IEEE/ACM …, 2015 - ieeexplore.ieee.org
The silent data corruption (SDC) problem is attracting more and more attentions because it
is expected to have a great impact on exascale HPC applications. SDC faults are hazardous …
is expected to have a great impact on exascale HPC applications. SDC faults are hazardous …
Detecting silent data corruptions in the wild
Silent Errors within hardware devices occur when an internal defect manifests in a part of the
circuit which does not have check logic to detect the incorrect circuit operation. The results of …
circuit which does not have check logic to detect the incorrect circuit operation. The results of …
Spatial support vector regression to detect silent errors in the exascale era
As the exascale era approaches, the increasing capacity of high-performance computing
(HPC) systems with targeted power and energy budget goals introduces significant …
(HPC) systems with targeted power and energy budget goals introduces significant …
Silent data corruptions at scale
Silent Data Corruption (SDC) can have negative impact on large-scale infrastructure
services. SDCs are not captured by error reporting mechanisms within a Central Processing …
services. SDCs are not captured by error reporting mechanisms within a Central Processing …
Silent data corruptions: The stealthy saboteurs of digital integrity
G Papadimitriou, D Gizopoulos… - 2023 IEEE 29th …, 2023 - ieeexplore.ieee.org
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 …
These stealthy saboteurs silently corrupt data, remaining undetected by traditional error …
Exploring the capabilities of support vector machines in detecting silent data corruptions
As the exascale era approaches, the increasing capacity of high-performance computing
(HPC) systems with targeted power and energy budget goals introduces significant …
(HPC) systems with targeted power and energy budget goals introduces significant …