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Browse Journals & Magazines > Computers, IEEE Transactions ...> Volume:38 Issue:7 Help

On the fractal dimension of computer programs and its application to the prediction of the cache miss ratio

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1 Author(s)
Thiebaut, Dominique ; Dept. of Comput. Sci., Smith Coll., Northampton, MA, USA

Fractal geometry is proposed as a powerful measure of program behavior, and its application to the prediction of the miss ratio of programs in fully associative caches is presented. Programs are modeled as one-dimensional fractal random-walks. The fractal cache model is based on the parameterization of a program trace by a small number of constants, one of which is the fractal dimension of the program. The model is validated by trace-driven simulations of several program traces. With this model, it is possible to read the trace of a program once, and then predict the behavior of the miss ratio curve of that program in fully associative caches of varying sizes

Published in:
Computers, IEEE Transactions on  (Volume:38 ,  Issue: 7 )

Date of Publication: Jul 1989

Page(s):
1012 - 1026
ISSN :
0018-9340
INSPEC Accession Number:
3465999
Digital Object Identifier :
10.1109/12.30852
Product Type:
Journals & Magazines
Date of Current Version :
06 August 2002
Issue Date :
Jul 1989
Sponsored by :
IEEE Computer Society

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