On the Fractal Dimension of Computer Programs and its Application to the Prediction of the Cache Miss Ratio
Issue No. 07 - July (1989 vol. 38)
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/12.30852
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
cache miss ratio prediction; fractal geometry; fractal dimension; computer programs; one-dimensional fractal random-walks; parameterization; trace-driven simulations; buffer storage; computational complexity; programming theory.
D. Thiebaut, "On the Fractal Dimension of Computer Programs and its Application to the Prediction of the Cache Miss Ratio," in IEEE Transactions on Computers, vol. 38, no. , pp. 1012-1026, 1989.