NIRVANA: A Non-intrusive Black-Box Monitoring Framework for Rack-Level Fault Detection

2015 ◽  
Author(s):  
Claudio Ciccotelli ◽  
Leonardo Aniello ◽  
Federico Lombardi ◽  
Luca Montanari ◽  
Leonardo Querzoni ◽  
...  
Keyword(s):  
Fault Detection ◽  
Black Box ◽  
Monitoring Framework

Black-box models for fault detection and performance monitoring of buildings

2010 ◽  
Vol 3 (1) ◽  
pp. 53-62 ◽  
Author(s):  
Dirk Jacob ◽  
Sebastian Dietz ◽  
Susanne Komhard ◽  
Christian Neumann ◽  
Sebastian Herkel
Keyword(s):  
Fault Detection ◽  
Performance Monitoring ◽  
Black Box ◽  
Box Models ◽  
And Performance ◽  
Black Box Models

scholarly journals New Model-Based Fault Detection Approach using Black Box Observer

2019 ◽  
Vol 3 (1) ◽  
pp. 42-51
Author(s):  
M. Abdullah Eissa ◽  
R. R. Darwish ◽  
A. M. Bassiuny
Keyword(s):  
Fault Detection ◽  
Black Box ◽  
New Model ◽  
Model Based ◽  
Detection Approach

Soft fault detection and correction for multigrid

2017 ◽  
Vol 32 (6) ◽  
pp. 897-912 ◽  
Author(s):  
Mirco Altenbernd ◽  
Dominik Göddeke
Keyword(s):  
Fault Detection ◽  
Approximation Scheme ◽  
Black Box ◽  
Transient Faults ◽  
Data Corruption ◽  
Multigrid Solvers ◽  
Soft Fault ◽  
Wide Range ◽  
Free Case ◽  
Novel Algorithm

We introduce a novel algorithm-based fault-tolerance scheme to detect and repair soft transient faults (silent data corruption, bitflips) in multigrid solvers: by applying the full approximation scheme (FAS) variant of multigrid to linear systems, we prove invariants that enable fault detection and correction, and ultimately lead to a black-box protection of the smoothing stage. A statistical analysis for a wide range of prototypical problems demonstrates the efficiency of our approach, especially compared with full checksum protection. In particular, the overhead of our new method is negligible in the fault-free case, since we only employ readily available quantities.

scholarly journals IMPROVEMENT OF FAULT DETECTION METHOD FOR NONLINEAR BLACK-BOX SYSTEMS BASED ON MULTI-FORM QUASI-ARMAX MODELING

2005 ◽  
Vol 38 (1) ◽  
pp. 101-106
Author(s):  
K. Kumamaru ◽  
K. Inoue ◽  
F. Tsubouchi ◽  
T. Söderström
Keyword(s):  
Fault Detection ◽  
Detection Method ◽  
Black Box
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