NDLI: Program modelling via inter-reference gaps and applications

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Program modelling via inter-reference gaps and applications

Content Provider	IEEE Xplore Digital Library
Author	Phalke, V. Gopinath, B.
Copyright Year	1995
Description	Author affiliation: Dept. of Comput. Sci., Rutgers Univ., NJ, USA (Phalke, V.)
Abstract	Locality of reference in program behavior has been studied and modelled extensively because of its application to CPU, cache and virtual memory design, code optimization, multiprogramming etc. In this paper we propose a scheme based on Markov chains for modelling the time interval between successive references to the same address in a program execution. Using this technique and trace driven simulations, it is shown that memory references are predictable and repetitive. This is used to improve miss ratios of memory replacement algorithms. Using trace driven simulations over a wide range of traces we get improvements up to 35% over the least recently used (LRU) replacement algorithm.
Starting Page	212
Ending Page	216
File Size	473786
Page Count	5
File Format	PDF
ISBN	0818669020
DOI	10.1109/MASCOT.1995.378685
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1995-01-18
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Predictive models Application software Computer science Central Processing Unit Design optimization Computational modeling Computer simulation Prefetching Clocks Legged locomotion
Content Type	Text
Resource Type	Article

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