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» Identifying Modeling Errors in Signatures by Model Checking
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OSDI
2008
ACM
14 years 8 months ago
HiLighter: Automatically Building Robust Signatures of Performance Behavior for Small- and Large-Scale Systems
Previous work showed that statistical analysis techniques could successfully be used to construct compact signatures of distinct operational problems in Internet server systems. B...
Armando Fox, Moisés Goldszmidt, Peter Bod&i...
ACL
2008
13 years 9 months ago
Analyzing the Errors of Unsupervised Learning
We identify four types of errors that unsupervised induction systems make and study each one in turn. Our contributions include (1) using a meta-model to analyze the incorrect bia...
Percy Liang, Dan Klein
ENTCS
2006
112views more  ENTCS 2006»
13 years 7 months ago
Patterns for Timed Property Specifications
Patterns for property specification enable non-experts to write formal specifications that can be used for automatic model checking. The existing patterns identified in [6] allow ...
Volker Gruhn, Ralf Laue
OSDI
2006
ACM
14 years 8 months ago
EXPLODE: A Lightweight, General System for Finding Serious Storage System Errors
Storage systems such as file systems, databases, and RAID systems have a simple, basic contract: you give them data, they do not lose or corrupt it. Often they store the only copy...
Junfeng Yang, Can Sar, Dawson R. Engler
SP
2010
IEEE
194views Security Privacy» more  SP 2010»
13 years 11 months ago
Identifying Dormant Functionality in Malware Programs
—To handle the growing flood of malware, security vendors and analysts rely on tools that automatically identify and analyze malicious code. Current systems for automated malwar...
Paolo Milani Comparetti, Guido Salvaneschi, Engin ...