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» Programmer-based fault prediction
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ISCA
2007
IEEE
130views Hardware» more  ISCA 2007»
15 years 6 months ago
Dynamic prediction of architectural vulnerability from microarchitectural state
Transient faults due to particle strikes are a key challenge in microprocessor design. Driven by exponentially increasing transistor counts, per-chip faults are a growing burden. ...
Kristen R. Walcott, Greg Humphreys, Sudhanva Gurum...
122
Voted
ICPP
2008
IEEE
15 years 6 months ago
Dynamic Meta-Learning for Failure Prediction in Large-Scale Systems: A Case Study
Despite great efforts on the design of ultra-reliable components, the increase of system size and complexity has outpaced the improvement of component reliability. As a result, fa...
Jiexing Gu, Ziming Zheng, Zhiling Lan, John White,...
AICCSA
2006
IEEE
121views Hardware» more  AICCSA 2006»
15 years 2 months ago
Software Defect Prediction Using Regression via Classification
In this paper we apply a machine learning approach to the problem of estimating the number of defects called Regression via Classification (RvC). RvC initially automatically discr...
Stamatia Bibi, Grigorios Tsoumakas, Ioannis Stamel...
90
Voted
DFT
2002
IEEE
79views VLSI» more  DFT 2002»
15 years 5 months ago
Gate-Delay Fault Diagnosis Using the Inject-and-Evaluate Paradigm
We propose an algorithm for gate-delay fault diagnosis. It is based on the inject-and-evaluate paradigm [1], in which the fault site(s) are predicted through a series of injection...
Horng-Bin Wang, Shi-Yu Huang, Jing-Reng Huang
ICRA
2006
IEEE
99views Robotics» more  ICRA 2006»
15 years 6 months ago
Application of Set Membership Identification for Fault Detection of MEMS
- In this article, a set membership (SM) identification technique is tailored to detect faults in microelectromechanical systems. The SM-identifier estimates an orthotope which con...
Vasso Reppa, Anthony Tzes