This paper presents a method useful to generate a measurement of supercomputers performance. This method is based on the implementation of a non-parametric technique, e.g. Data Envelopment Analysis. In particular, it uses different formulations of the cross-efficiency concept to calculate a comprehensive efficiency index to rank supercomputers. The method is adopted to perform a benchmarking study of sample that includes 77 supercomputers utilized to solve complex problems in research applications.
A non-parametric measurement of supercomputers performance / LO STORTO, Corrado. - In: ADVANCED SCIENCE LETTERS. - ISSN 1936-6612. - 21:10(2015), pp. 3258-3261. [10.1166/asl.2015.6439]
A non-parametric measurement of supercomputers performance
LO STORTO, CORRADO
2015
Abstract
This paper presents a method useful to generate a measurement of supercomputers performance. This method is based on the implementation of a non-parametric technique, e.g. Data Envelopment Analysis. In particular, it uses different formulations of the cross-efficiency concept to calculate a comprehensive efficiency index to rank supercomputers. The method is adopted to perform a benchmarking study of sample that includes 77 supercomputers utilized to solve complex problems in research applications.| File | Dimensione | Formato | |
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