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Issue No.03 - March (2006 vol.55)
pp: 268-280
ABSTRACT
Simulators have become an integral part of the computer architecture research and design process. Since they have the advantages of cost, time, and flexibility, architects use them to guide design space exploration and to quantify the efficacy of an enhancement. However, long simulation times and poor accuracy limit their effectiveness. To reduce the simulation time, architects have proposed several techniques that increase the simulation speed or throughput. To increase the accuracy, architects try to minimize the amount of error in their simulators and have proposed adding statistical rigor to their simulation methodology. Since a wide range of approaches exist and since many of them overlap, this paper describes, classifies, and compares them to aid the computer architect in selecting the most appropriate one.
INDEX TERMS
Simulation, modeling of computer architecture, measurement techniques, modeling techniques, measurement, evaluation, modeling, simulation of multiple-processor systems.
CITATION
Joshua J. Yi, David J. Lilja, "Simulation of Computer Architectures: Simulators, Benchmarks, Methodologies, and Recommendations", IEEE Transactions on Computers, vol.55, no. 3, pp. 268-280, March 2006, doi:10.1109/TC.2006.44
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