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CLOUD
2010
ACM
14 years 24 days ago
Nephele/PACTs: a programming model and execution framework for web-scale analytical processing
We present a parallel data processor centered around a programming model of so called Parallelization Contracts (PACTs) and the scalable parallel execution engine Nephele [18]. Th...
Dominic Battré, Stephan Ewen, Fabian Hueske...
SIGMOD
1998
ACM
96views Database» more  SIGMOD 1998»
13 years 12 months ago
Wavelet-Based Histograms for Selectivity Estimation
Query optimization is an integral part of relational database management systems. One important task in query optimization is selectivity estimation, that is, given a query P, we ...
Yossi Matias, Jeffrey Scott Vitter, Min Wang
PPOPP
2003
ACM
14 years 29 days ago
Hybrid dynamic data race detection
We present a new method for dynamically detecting potential data races in multithreaded programs. Our method improves on the state of the art in accuracy, in usability, and in ove...
Robert O'Callahan, Jong-Deok Choi
ICML
1997
IEEE
14 years 8 months ago
Characterizing the generalization performance of model selection strategies
Abstract: We investigate the structure of model selection problems via the bias/variance decomposition. In particular, we characterize the essential structure of a model selection ...
Dale Schuurmans, Lyle H. Ungar, Dean P. Foster
TLDI
2010
ACM
225views Formal Methods» more  TLDI 2010»
14 years 4 months ago
Race-free and memory-safe multithreading: design and implementation in cyclone
We present the design of a formal low-level multi-threaded language with advanced region-based memory management and synchronization primitives, where well-typed programs are memo...
Prodromos Gerakios, Nikolaos Papaspyrou, Konstanti...