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EGC
2009
Springer
15 years 2 months ago
A Bayes Evaluation Criterion for Decision Trees
We present a new evaluation criterion for the induction of decision trees. We exploit a parameter-free Bayesian approach and propose an analytic formula for the evaluation of the p...
Nicolas Voisine, Marc Boullé, Carine Hue
EUROPAR
2009
Springer
15 years 2 months ago
Argument Controlled Profiling
Profiling tools relate measurements to code context such as function names in order to guide code optimization. For a more detailed analysis, call path or phase-based profiling enh...
Tilman Küstner, Josef Weidendorfer, Tobias We...
INFOCOM
2011
IEEE
14 years 8 months ago
Scheduling in mapreduce-like systems for fast completion time
Abstract—Large-scale data processing needs of enterprises today are primarily met with distributed and parallel computing in data centers. MapReduce has emerged as an important p...
Hyunseok Chang, Murali S. Kodialam, Ramana Rao Kom...
163
Voted
HPDC
2012
IEEE
13 years 7 months ago
Exploring the performance and mapping of HPC applications to platforms in the cloud
This paper presents a scheme to optimize the mapping of HPC applications to a set of hybrid dedicated and cloud resources. First, we characterize application performance on dedica...
Abhishek Gupta, Laxmikant V. Kalé, Dejan S....
240
Voted
ASPLOS
2009
ACM
16 years 5 months ago
3D finite difference computation on GPUs using CUDA
In this paper we describe a GPU parallelization of the 3D finite difference computation using CUDA. Data access redundancy is used as the metric to determine the optimal implement...
Paulius Micikevicius