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ICPP
2003
IEEE
14 years 22 days ago
Performance and Power Impact of Issue-width in Chip-Multiprocessor Cores
In chip-multiprocessors (CMPs), the number of cores and the issue width of each core presents an important design trade-off to balance the amount of TLP and ILP between multi-thre...
Magnus Ekman, Per Stenström
ILP
2003
Springer
14 years 19 days ago
Graph Kernels and Gaussian Processes for Relational Reinforcement Learning
RRL is a relational reinforcement learning system based on Q-learning in relational state-action spaces. It aims to enable agents to learn how to act in an environment that has no ...
Thomas Gärtner, Kurt Driessens, Jan Ramon
ILP
2003
Springer
14 years 19 days ago
A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting
Boosting has established itself as a successful technique for decreasing the generalization error of classification learners by basing predictions on ensembles of hypotheses. Whil...
Susanne Hoche, Stefan Wrobel
ISCA
2003
IEEE
212views Hardware» more  ISCA 2003»
14 years 22 days ago
A Performance Analysis of PIM, Stream Processing, and Tiled Processing on Memory-Intensive Signal Processing Kernels
Trends in microprocessors of increasing die size and clock speed and decreasing feature sizes have fueled rapidly increasing performance. However, the limited improvements in DRAM...
Jinwoo Suh, Eun-Gyu Kim, Stephen P. Crago, Lakshmi...
ISCAPDCS
2003
13 years 8 months ago
Loop Transformation Techniques To Aid In Loop Unrolling and Multithreading
In modern computer systems loops present a great deal of opportunities for increasing Instruction Level and Thread Level Parallelism. Loop unrolling is a technique used to obtain ...
Litong Song, Yuhua Zhang, Krishna M. Kavi