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» Dynamic feature selection for hardware prediction
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JMLR
2006
85views more  JMLR 2006»
13 years 6 months ago
Streamwise Feature Selection
In streamwise feature selection, new features are sequentially considered for addition to a predictive model. When the space of potential features is large, streamwise feature sel...
Jing Zhou, Dean P. Foster, Robert A. Stine, Lyle H...
BMCBI
2010
133views more  BMCBI 2010»
13 years 6 months ago
Integrated prediction of one-dimensional structural features and their relationships with conformational flexibility in helical
Background: Many structural properties such as solvent accessibility, dihedral angles and helix-helix contacts can be assigned to each residue in a membrane protein. Independent s...
Shandar Ahmad, Yumlembam Hemjit Singh, Yogesh Paud...
MICRO
2000
IEEE
133views Hardware» more  MICRO 2000»
13 years 10 months ago
Compiler controlled value prediction using branch predictor based confidence
Value prediction breaks data dependencies in a program thereby creating instruction level parallelism that can increase program performance. Hardware based value prediction techni...
Eric Larson, Todd M. Austin
APCSAC
2006
IEEE
14 years 9 days ago
A Study of the Performance Potential for Dynamic Instruction Hints Selection
Abstract. Instruction hints have become an important way to communicate compile-time information to the hardware. They can be generated by the compiler and the post-link optimizer ...
Rao Fu, Jiwei Lu, Antonia Zhai, Wei-Chung Hsu
ISCA
2003
IEEE
150views Hardware» more  ISCA 2003»
13 years 11 months ago
Cyclone: A Broadcast-Free Dynamic Instruction Scheduler with Selective Replay
To achieve high instruction throughput, instruction schedulers must be capable of producing high-quality schedules that maximize functional unit utilization while at the same time...
Dan Ernst, Andrew Hamel, Todd M. Austin