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On Models for Object Lifetime Distributions
Proceedings of the 2000 International Symposium on Memory Management (ISMM 2000) (2000)
  • Eliot B. Moss, University of Massachusetts-Amherst
Abstract

Analytical models of memory object lifetimes are appealing because having them would enable mathematical analysis or fast simulation of the memory management behavior of programs. In this paper, we investigate models for object lifetimes drawn from programs in objectoriented languages such as Java and Smalltalk. We present certain postulated analytical models and compare them with observed lifetimes for 58 programs. We find that observed lifetime distributions do not match previously proposed object lifetime models, but do agree in salient shape characteristics with the gamma distribution family used in statistical survival analysis for general populations.

Keywords
  • Object lifetimes,
  • lifetime distributions,
  • garbage collection modelling
Disciplines
Publication Date
October, 2000
Citation Information
Eliot B. Moss. "On Models for Object Lifetime Distributions" Proceedings of the 2000 International Symposium on Memory Management (ISMM 2000) (2000)
Available at: http://works.bepress.com/eliot_moss/38/