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» Empirical Performance-Model Driven Data Layout Optimization
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LCPC
2004
Springer
13 years 10 months ago
Empirical Performance-Model Driven Data Layout Optimization
Abstract. Empirical optimizers like ATLAS have been very effective in optimizing computational kernels in libraries. The best choice of parameters such as tile size and degree of l...
Qingda Lu, Xiaoyang Gao, Sriram Krishnamoorthy, Ge...
DATE
2006
IEEE
110views Hardware» more  DATE 2006»
13 years 11 months ago
Layout driven data communication optimization for high level synthesis
High level synthesis transformations play a major part in shaping the properties of the final circuit. However, most optimizations are performed without much knowledge of the fina...
Ryan Kastner, Wenrui Gong, Xin Hao, Forrest Brewer...
ICCD
2004
IEEE
100views Hardware» more  ICCD 2004»
14 years 1 months ago
Layout Driven Optimization of Datapath Circuits using Arithmetic Reasoning
This paper proposes a new formalism for layout-driven optimization of datapaths. It is based on preserving an arithmetic bit level representation of the arithmetic circuit portion...
Ingmar Neumann, Dominik Stoffel, Kolja Sulimma, Mi...
IPPS
2006
IEEE
13 years 11 months ago
A framework to develop symbolic performance models of parallel applications
Performance and workload modeling has numerous uses at every stage of the high-end computing lifecycle: design, integration, procurement, installation and tuning. Despite the trem...
Sadaf R. Alam, Jeffrey S. Vetter
KDD
2000
ACM
129views Data Mining» more  KDD 2000»
13 years 8 months ago
Evolutionary algorithms in data mining: multi-objective performance modeling for direct marketing
Predictive models in direct marketing seek to identify individuals most likely to respond to promotional solicitations or other intervention programs. While standard modeling appr...
Siddhartha Bhattacharyya