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ECML
2007
Springer
14 years 1 months ago
Neighborhood-Based Local Sensitivity
Abstract. We introduce a nonparametric model for sensitivity estimation which relies on generating points similar to the prediction point using its k nearest neighbors. Unlike most...
Paul N. Bennett
HPCA
2009
IEEE
14 years 8 months ago
Feedback mechanisms for improving probabilistic memory prefetching
This paper presents three techniques for improving the effectiveness of the recently proposed Adaptive Stream Detection (ASD) prefetching mechanism. The ASD prefetcher is a standa...
Ibrahim Hur, Calvin Lin
ICPP
2008
IEEE
14 years 2 months ago
Bridging the Gap Between Parallel File Systems and Local File Systems: A Case Study with PVFS
Parallel I/O plays an increasingly important role in today’s data intensive computing applications. While much attention has been paid to parallel read performance, most of this...
Peng Gu, Jun Wang, Robert Ross
IPPS
2006
IEEE
14 years 1 months ago
Coterminous locality and coterminous group data prefetching on chip-multiprocessors
Due to shared cache contentions and interconnect delays, data prefetching is more critical in alleviating penalties from increasing memory latencies and demands on Chip-Multiproce...
Xudong Shi, Zhen Yang, Jih-Kwon Peir, Lu Peng, Yen...
TIP
2008
256views more  TIP 2008»
13 years 7 months ago
Image-Based Human Age Estimation by Manifold Learning and Locally Adjusted Robust Regression
Estimating human age automatically via facial image analysis has lots of potential real-world applications, such as human computer interaction and multimedia communication. However...
Guodong Guo, Yun Fu, Charles R. Dyer, Thomas S. Hu...