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KDD
2009
ACM
191views Data Mining» more  KDD 2009»
14 years 2 months ago
Improving data mining utility with projective sampling
Overall performance of the data mining process depends not just on the value of the induced knowledge but also on various costs of the process itself such as the cost of acquiring...
Mark Last
VEE
2006
ACM
178views Virtualization» more  VEE 2006»
14 years 3 months ago
Impact of virtual execution environments on processor energy consumption and hardware adaptation
During recent years, microprocessor energy consumption has been surging and efforts to reduce power and energy have received a lot of attention. At the same time, virtual executio...
Shiwen Hu, Lizy Kurian John
IPPS
2003
IEEE
14 years 3 months ago
A Compilation Framework for Distributed Memory Parallelization of Data Mining Algorithms
With the availability of large datasets in a variety of scientific and commercial domains, data mining has emerged as an important area within the last decade. Data mining techni...
Xiaogang Li, Ruoming Jin, Gagan Agrawal
JCST
2008
94views more  JCST 2008»
13 years 9 months ago
Runtime Engine for Dynamic Profile Guided Stride Prefetching
Stride prefetching is recognized as an important technique to improve memory access performance. The prior work usually profiles and/or analyzes the program behavior offline, and u...
Qiong Zou, Xiao-Feng Li, Long-Bing Zhang
JILP
2000
165views more  JILP 2000»
13 years 9 months ago
BMAT - A Binary Matching Tool for Stale Profile Propagation
A major challenge of applying profile-based optimization on large real-world applications is how to capture adequate profile information. A large program, especially a GUI-based a...
Zheng Wang, Ken Pierce, Scott McFarling