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LCTRTS
2010
Springer
15 years 4 months ago
Sampling-based program execution monitoring
For its high overall cost during product development, program debugging is an important aspect of system development. Debugging is a hard and complex activity, especially in time-...
Sebastian Fischmeister, Yanmeng Ba
WWW
2007
ACM
15 years 10 months ago
Netprobe: a fast and scalable system for fraud detection in online auction networks
Given a large online network of online auction users and their histories of transactions, how can we spot anomalies and auction fraud? This paper describes the design and implemen...
Shashank Pandit, Duen Horng Chau, Samuel Wang, Chr...
ICSE
2010
IEEE-ACM
15 years 2 months ago
Test generation through programming in UDITA
We present an approach for describing tests using nondeterministic test generation programs. To write such programs, we introduce UDITA, a Java-based language with non-determinist...
Milos Gligoric, Tihomir Gvero, Vilas Jagannath, Sa...
SIGSOFT
2007
ACM
15 years 10 months ago
Quantifying the effectiveness of testing via efficient residual path profiling
Software testing is extensively used for uncovering bugs in large, complex software. Testing relies on well designed regression test suites that anticipate all reasonable software...
Trishul M. Chilimbi, Aditya V. Nori, Kapil Vaswani
KDD
2006
ACM
153views Data Mining» more  KDD 2006»
15 years 10 months ago
Model compression
Often the best performing supervised learning models are ensembles of hundreds or thousands of base-level classifiers. Unfortunately, the space required to store this many classif...
Cristian Bucila, Rich Caruana, Alexandru Niculescu...