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OSDI
2008
ACM
14 years 4 months ago
Empirical Comparison of Techniques for Automated Failure Diagnosis
Automated techniques to diagnose the cause of system failures based on monitoring data is an active area of research at the intersection of systems and machine learning. In this p...
Songyun Duan, Shivnath Babu
ICDE
2009
IEEE
143views Database» more  ICDE 2009»
14 years 6 months ago
Fa: A System for Automating Failure Diagnosis
Abstract-Failures of Internet services and enterprise systems lead to user dissatisfaction and considerable loss of revenue. Since manual diagnosis is often laborious and slow, the...
Songyun Duan, Shivnath Babu, Kamesh Munagala
ECOWS
2009
Springer
13 years 11 months ago
A Model-Based Approach to Fault Diagnosis in Service Oriented Architectures
—This paper aims to present a method of creating architectures which allow monitoring occurrence of failure in Service oriented Architectures (SoA). The presented approach extend...
Mohammed Alodib, Behzad Bordbar
ICSM
2005
IEEE
13 years 10 months ago
An Empirical Comparison of Test Suite Reduction Techniques for User-Session-Based Testing of Web Applications
Automated cost-effective test strategies are needed to provide reliable, secure, and usable web applications. As a software maintainer updates an application, test cases must accu...
Sara Sprenkle, Sreedevi Sampath, Emily Gibson, Lor...
CAI
2010
Springer
12 years 11 months ago
A Comparison of Decision Tree Classifiers for Automatic Diagnosis of Speech Recognition Errors
Present speech recognition systems are becoming more complex due to technology advances, optimizations and special requirements such as small computation and memory footprints. Pro...
Milos Cernak