90 search results - page 1 / 18 » System log pre-processing to improve failure prediction |
DSN
2009
IEEE
14 years 5 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 ...
ASPLOS
2011
ACM
13 years 2 months ago
2011
ACM
Diagnosing software failures in the field is notoriously difficult, in part due to the fundamental complexity of trouble-shooting any complex software system, but further exacer...
OSDI
2008
ACM
14 years 11 months ago
2008
ACM
Error logs are a fruitful source of information both for diagnosis as well as for proactive fault handling ? however elaborate data preparation is necessary to filter out valuable...
ICDM
2007
IEEE
14 years 5 months ago
2007
IEEE
Frequent failures are becoming a serious concern to the community of high-end computing, especially when the applications and the underlying systems rapidly grow in size and compl...
OSDI
2008
ACM
14 years 11 months ago
2008
ACM
Mitigating the impact of computer failure is possible if accurate failure predictions are provided. Resources, applications, and services can be scheduled around predicted failure...