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» Predicting component failures at design time
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ISESE
2006
IEEE
13 years 10 months ago
Predicting component failures at design time
How do design decisions impact the quality of the resulting software? In an empirical study of 52 ECLIPSE plug-ins, we found that the software design as well as past failure histo...
Adrian Schröter, Thomas Zimmermann, Andreas Z...
SRDS
2007
IEEE
13 years 10 months ago
Quantifying Temporal and Spatial Correlation of Failure Events for Proactive Management
Networked computing systems continue to grow in scale and in the complexity of their components and interactions. Component failures become norms instead of exceptions in these en...
Song Fu, Cheng-Zhong Xu
OSDI
2008
ACM
14 years 4 months ago
Predicting Computer System Failures Using Support Vector Machines
Mitigating the impact of computer failure is possible if accurate failure predictions are provided. Resources, applications, and services can be scheduled around predicted failure...
Errin W. Fulp, Glenn A. Fink, Jereme N. Haack
AGENTS
1998
Springer
13 years 8 months ago
A Synergy of Agent Components: Social Comparison for Failure Detection
of other components. This abstract presents an implemented illustration of such explicit component synergy and its usefulness in dynamic multi-agent environments. In such environme...
Gal A. Kaminka, Milind Tambe
ICPP
2008
IEEE
13 years 11 months ago
Dynamic Meta-Learning for Failure Prediction in Large-Scale Systems: A Case Study
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...
Jiexing Gu, Ziming Zheng, Zhiling Lan, John White,...