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ASPLOS
2006
ACM
13 years 11 months ago
Accurate and efficient regression modeling for microarchitectural performance and power prediction
We propose regression modeling as an efficient approach for accurately predicting performance and power for various applications executing on any microprocessor configuration in a...
Benjamin C. Lee, David M. Brooks
ISCA
1999
IEEE
95views Hardware» more  ISCA 1999»
13 years 11 months ago
Memory Sharing Predictor: The Key to a Speculative Coherent DSM
Recent research advocates using general message predictors to learn and predict the coherence activity in distributed shared memory (DSM). By accurately predicting a message and t...
An-Chow Lai, Babak Falsafi
ISCA
2010
IEEE
247views Hardware» more  ISCA 2010»
13 years 10 months ago
An integrated GPU power and performance model
GPU architectures are increasingly important in the multi-core era due to their high number of parallel processors. Performance optimization for multi-core processors has been a c...
Sunpyo Hong, Hyesoon Kim
CAL
2006
13 years 7 months ago
Performance modeling using Monte Carlo simulation
Abstract-- Cycle accurate simulation has long been the primary tool for micro-architecture design and evaluation. Though accurate, the slow speed often imposes constraints on the e...
Ram Srinivasan, Jeanine Cook, Olaf M. Lubeck
IPPS
2010
IEEE
13 years 5 months ago
On the parallelisation of MCMC by speculative chain execution
Abstract--The increasing availability of multi-core and multiprocessor architectures provides new opportunities for improving the performance of many computer simulations. Markov C...
Jonathan M. R. Byrd, Stephen A. Jarvis, Abhir H. B...