Experimental design and statistical modeling tool for...

Data processing: structural design – modeling – simulation – and em – Modeling by mathematical expression

Reexamination Certificate

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Reexamination Certificate

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07103517

ABSTRACT:
A method for a cache architecture simulation includes obtaining a first sample set for the cache architecture using a non-stationary Gaussian field model, performing a cache architecture simulation using the first sample set to produce a first set of simulation data, and fitting a first multivariate model to the first set of simulation data.

REFERENCES:
Subhasis Laha et al. “Accurate Low-Cost Methods for Perforamnce Evaluation of Cache Memory Systems”, IEEE Trasnsactions on Computers, vol. 37 No. 11, Nov. 1988.
Sebastien Nussbaum eta al., “Statistical Simulation of Symmetric Multiprocessor Systems”, Proceedings of the 35thAnnual Simulation Symposium, IEEE Computer Society, May 1, 2002.
Rajiv Ravindran et al. “Retargetable Cache Simulation Using High Level Processor Models”, IEEE 0-7685-0964-1/01, 2001.
Richard Dykstra et al. “An Algorithm for Isotonic Regression for two or more Independent Variables”, NPL Provided by Applicant, Jan. 1982.
“Cache Misses Prediciton for High Performance Sparse Algorithms”, Fraguela et al. Sep. 1998. Technical Report No. UMA-DAC-98/22.
“Memory Hierarchy Performance Prediciton for Blocked Sparse Algorithms”, Fraguela et al. Mar. 1999. Technical Report No. UMA-DAC-99/31.
Peter Bacchetti; “Additive Isotonic Models;” Journal of the American Statistical Association, Mar. 1989, pp. 289-294; vol. 84, No. 405; San Francisco, CA, USA.
Richard L. Dykstra and Tim Robertson; “An Algorithm For Isotonic Regression For Two Or More Independent Variables;” pp. 708-716; 1982, vol. 10, No. 3, The Annuals of Statistics, Department of Statistics and Actuarial Science, University of Iowa, Iowa City, IA, USA.

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