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ICPR
2008
IEEE
16 years 5 months ago
Incremental learning in non-stationary environments with concept drift using a multiple classifier based approach
We outline an incremental learning algorithm designed for nonstationary environments where the underlying data distribution changes over time. With each dataset drawn from a new e...
Matthew T. Karnick, Michael Muhlbaier, Robi Polika...
DAC
2008
ACM
16 years 5 months ago
Partial order reduction for scalable testing of systemC TLM designs
A SystemC simulation kernel consists of a deterministic implementation of the scheduler, whose specification is nondeterministic. To leverage testing of a SystemC TLM design, we f...
Sudipta Kundu, Malay K. Ganai, Rajesh Gupta
128
Voted
HPCA
2009
IEEE
16 years 5 months ago
Criticality-based optimizations for efficient load processing
Some instructions have more impact on processor performance than others. Identification of these critical instructions can be used to modify and improve instruction processing. Pr...
Samantika Subramaniam, Anne Bracy, Hong Wang 0003,...
HPCA
2008
IEEE
16 years 5 months ago
Branch-mispredict level parallelism (BLP) for control independence
A microprocessor's performance is fundamentally limited by the rate at which it can resolve branch mispredictions. Control independence (CI) architectures look for useful con...
Kshitiz Malik, Mayank Agarwal, Sam S. Stone, Kevin...
HPCA
2006
IEEE
16 years 5 months ago
An approach for implementing efficient superscalar CISC processors
An integrated, hardware / software co-designed CISC processor is proposed and analyzed. The objectives are high performance and reduced complexity. Although the x86 ISA is targete...
Shiliang Hu, Ilhyun Kim, Mikko H. Lipasti, James E...
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