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ISSRE
2003
IEEE

Anomalies as Precursors of Field Failures

10 years 5 months ago
Anomalies as Precursors of Field Failures
Reproducing and learning from failures in deployed software is costly and difficult. Those activities can be facilitated, however, if the circumstances leading to a failure are properly captured. In this work, we empirically investigate how various anomaly detection schemes can serve to identify the conditions that precede failures in deployed software. Our results expose the tradeoffs between different detection algorithms applied to several types of events under varying levels of in-house testing.
Sebastian G. Elbaum, Satya Kanduri, Anneliese Amsc
Added 04 Jul 2010
Updated 04 Jul 2010
Type Conference
Year 2003
Where ISSRE
Authors Sebastian G. Elbaum, Satya Kanduri, Anneliese Amschler Andrews
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