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ICDM
2009
IEEE
148views Data Mining» more  ICDM 2009»
15 years 5 months ago
Online System Problem Detection by Mining Patterns of Console Logs
Abstract—We describe a novel application of using data mining and statistical learning methods to automatically monitor and detect abnormal execution traces from console logs in ...
Wei Xu, Ling Huang, Armando Fox, David Patterson, ...
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ICWS
2007
IEEE
15 years 17 days ago
A Semantic Framework for Identifying Events in a Service Oriented Architecture
We propose a semantic framework for automatically identifying events as a step towards developing an adaptive middleware for Service Oriented Architecture (SOA). Current related r...
Karthik Gomadam, Ajith Ranabahu, Lakshmish Ramaswa...
SIGIR
2012
ACM
13 years 1 months ago
Learning to suggest: a machine learning framework for ranking query suggestions
We consider the task of suggesting related queries to users after they issue their initial query to a web search engine. We propose a machine learning approach to learn the probab...
Umut Ozertem, Olivier Chapelle, Pinar Donmez, Emre...
QSIC
2009
IEEE
15 years 5 months ago
From UML Statecharts to LOTOS: A Semantics Preserving Model Transformation
—A well-founded testing theory encourages the practical application of test case generation techniques. This aims at overcoming the ever increasing complexity of softwareenabled ...
Valentin Chimisliu, Christian Schwarzl, Bernhard P...
ICCS
2007
Springer
15 years 5 months ago
Equivalent Semantic Translation from Parallel DEVS Models to Time Automata
Dynamic reconfigurable simulation based on Discrete Event System Specification (DEVS) requires efficient verification of simulation models. Traditional verification method of DEVS ...
Shoupeng Han, Kedi Huang