BERTINORO
2005
Springer
13 years 10 months ago
2005
Springer
We propose a new paradigm for software availability enhancement. We offer a two-step strategy: Failure prediction followed by maintenance actions with the objective of avoiding imp...
IPPS
2005
IEEE
13 years 10 months ago
2005
IEEE
Proactive fault handling combines prevention and repair actions with failure prediction techniques. We extend the standard availability formula by five key measures: (1) precisio...
DSN
2006
IEEE
13 years 11 months ago
2006
IEEE
The growing computational and storage needs of several scientific applications mandate the deployment of extreme-scale parallel machines, such as IBM’s BlueGene/L which can acc...
CCGRID
2006
IEEE
13 years 11 months ago
2006
IEEE
As the scale of cluster computing grows, it is becoming hard for long-running applications to complete without facing failures on large-scale clusters. To address this issue, chec...
SRDS
2007
IEEE
13 years 11 months ago
2007
IEEE
A proactive handling of faults requires that the risk of upcoming failures is continuously assessed. One of the promising approaches is online failure prediction, which means that...
ICPP
2007
IEEE
13 years 11 months ago
2007
IEEE
The productivity of HPC system is determined not only by their performance, but also by their reliability. The conventional method to limit the impact of failures is checkpointing...
ANSS
2007
IEEE
13 years 11 months ago
2007
IEEE
Accurate failure prediction in Grids is critical for reasoning about QoS guarantees such as job completion time and availability. Statistical methods can be used but they suffer f...
ICPP
2008
IEEE
13 years 11 months ago
2008
IEEE
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...
DSN
2009
IEEE
13 years 11 months ago
2009
IEEE
Log preprocessing, a process applied on the raw log before applying a predictive method, is of paramount importance to failure prediction and diagnosis. While existing filtering ...