| Автор | Wang, Jack C. M. |
| Автор | Gary, John, M. |
| Автор | lyer, Hari, K. |
| Дата выпуска | 1990 |
| dc.description | This paper is devoted to an analysis of the data from the Livermore kernels benchmark. We will show that in the sense of least squares prediction the dimension of these data is rather small; a reduction of the data to dimen sion four has about the same predictive power as the original data. Two techniques are used that reduce the 72 kernel timings for each machine to a few scores by which the machine is characterized. The first is based on a principal component analysis, the second on a cluster analysis of the kernels. The validity of the reduction to lower dimension is checked by various means. The pos sible use of the Livermore data to predict the running time of larger codes is demonstrated. |
| Издатель | Sage Publications |
| Название | A Technique To Evaluate Benchmarks: a Case Study Using the Livermore Loops |
| Тип | Journal Article |
| DOI | 10.1177/109434209000400404 |
| Print ISSN | 1094-3420 |
| Журнал | International Journal of High Performance Computing Applications |
| Том | 4 |
| Первая страница | 40 |
| Последняя страница | 55 |
| Аффилиация | Wang, Jack C. M., NATIONAL INSTITUTE OF STANDARDS AND TECHNOLOGY BOULDER, COLORADO |
| Аффилиация | Gary, John, M., NATIONAL INSTITUTE OF STANDARDS AND TECHNOLOGY BOULDER, COLORADO |
| Аффилиация | lyer, Hari, K., COLORADO STATE UNIVERSITY FORT COLLINS, COLORADO |
| Выпуск | 4 |
| Библиографическая ссылка | Courtois, P., and Latouche, G., eds. 1988. Performance '87. Amsterdam: North Holland. |
| Библиографическая ссылка | McMahon, F.1986. The Livermore FORTRAN kernels: a computer test of the numerical performance range. UCRL-537415Berkeley, Calif. : Lawrence Livermore National Laboratory. |
| Библиографическая ссылка | McMahon, F.1988. The Livermore FORTRAN kernels test of the numerical performance range. In Performance evaluation of supercomputers , edited by J. Martin. Amsterdam : North Holland. |
| Библиографическая ссылка | Martin, J.1988. Supercomputer performance evaluation: the comparative analysis of high-speed architectures against their applications. In Performance evaluation of supercomputers, edited by J. Martin.Amsterdam: North Holland . |
| Библиографическая ссылка | Mielke, P., and Berry, K.1982. An extended class of permutation techniques for matched pairs. Comm. Statist. A—Theory Methods11:1197-1207. |
| Библиографическая ссылка | Noether, G.1967. Elements of nonparametric statistics. New York: Wiley. |
| Библиографическая ссылка | Pointer, L.1989. Perfect report: 1. CSRD Rept. 896. Champaign: University of Illinois, Center for Supercomputing Research and Development. |
| Библиографическая ссылка | SAS Institute Inc.1987. SAS user's guide. Cary, N.C.: SAS Institute Inc.Sauer, C., and Chandry, K.1981. Computer systems performance modeling. Englewood Cliffs, N.J.: Prentice Hall. |
| Библиографическая ссылка | Wang, J., Gary, J., and Iyer, H.1989. On the analysis of computer performance data. NISTIR 88-4019. Boulder, Colo.: National Institute of Standards and Technology. |
