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» Programmer-based fault prediction
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AAAI
2012
11 years 6 months ago
Prediction and Fault Detection of Environmental Signals with Uncharacterised Faults
Many signals of interest are corrupted by faults of an unknown type. We propose an approach that uses Gaussian processes and a general “fault bucket” to capture a priori uncha...
Michael A. Osborne, Roman Garnett, Kevin Swersky, ...
ASPLOS
2012
ACM
12 years 7 days ago
Relyzer: exploiting application-level fault equivalence to analyze application resiliency to transient faults
Future microprocessors need low-cost solutions for reliable operation in the presence of failure-prone devices. A promising approach is to detect hardware faults by deploying low-...
Siva Kumar Sastry Hari, Sarita V. Adve, Helia Naei...
TPDS
2010
125views more  TPDS 2010»
12 years 11 months ago
Dealing with Transient Faults in the Interconnection Network of CMPs at the Cache Coherence Level
The importance of transient faults is predicted to grow due to current technology trends of increased scale of integration. One of the components that will be significantly affecte...
Ricardo Fernández Pascual, José M. G...
PROMISE
2010
12 years 11 months ago
Programmer-based fault prediction
Background: Previous research has provided evidence that a combination of static code metrics and software history metrics can be used to predict with surprising success which fil...
Thomas J. Ostrand, Elaine J. Weyuker, Robert M. Be...