9 search results - page 1 / 2 » Incremental learning of system log formats |
SIGOPS
2010
13 years 3 months ago
2010
System logs come in a large and evolving variety of formats, many of which are semi-structured and/or non-standard. As a consequence, off-the-shelf tools for processing such logs ...
PADL
2012
Springer
12 years 9 days ago
2012
Springer
An ad hoc data source is any semi-structured, non-standard data source. The format of such data sources is often evolving and frequently lacking documentation. Consequently, off-t...
IJCAI
1989
13 years 6 months ago
1989
Incremental conceptual clustering is an important area of machine learning. It is concerned with summarizing data in a form of concept hierarchies, which will eventually ease the ...
DAS
2006
Springer
13 years 8 months ago
2006
Springer
Engineering diagnosis often involves analyzing complex records of system states printed to large, textual log files. Typically the logs are designed to accommodate the widest debug...
AIIA
2003
Springer
13 years 10 months ago
2003
Springer
This paper aims at presenting the application of first-order logic machine learning techniques to two document domains in order to learn rules for recognizing the semantic role of...