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Pankov

Statistical modeling of programs' performance
Engineering Education # 01, January 2014
DOI: 10.7463/0114.0679688
A task of evaluation of program's performance occurs often in the process of design of computer systems or during the iterative compilation. A traditional way to solve this problem is an emulation of program's execution on the target system. A modern alternative approach to evaluation of program's performance is based on the statistical modeling of program's performance on a computer under investigation. This statistical method of modeling programs' performance called Velocitas was introduced in this work. The method and its implementation in the Adaptor framework were presented. Investigation of the method's effectiveness showed high adequacy of program's performance prediction.
 
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