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  1. Proceedings of the 2009 international symposium on Memory management (ISMM '09)
  2. Parametric heap usage analysis for functional programs
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Modeling, analysis and throughput optimization of a generational garbage collector
Garbage collection in the next C++ standard
Investigating the effects of using different nursery sizing policies on performance
Identification of logically related heap regions
Dynamic shape analysis via degree metrics
A new approach to parallelising tracing algorithms
Precise garbage collection for C
Placement optimization using data context collected during garbage collection
A component model of spatial locality
Live heap space analysis for languages with garbage collection
Scalable support for multithreaded applications on dynamic binary instrumentation systems
Self-recovery in server programs
Efficient alias set analysis using SSA form
Two memory allocators that use hints to improve locality
Parametric heap usage analysis for functional programs

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Parametric heap usage analysis for functional programs

Content Provider ACM Digital Library
Author Unnikrishnan, Leena Stoller, Scott D.
Abstract This paper presents an analysis that derives a formula describing the worst-case live heap space usage of programs in a functional language with automated memory management (garbage collection). First, the given program is automatically transformed into bound functions that describe upper bounds on the live heap space usage and other related space metrics in terms of the sizes of function arguments. The bound functions are simplified and rewritten to obtain recurrences, which are then solved to obtain the desired formulas characterizing the worst-case space usage. These recurrences may be difficult to solve due to uses of the maximum operator. We give methods to automatically solve categories of such recurrences. Our analysis determines and exploits monotonicity and monotonicity-like properties of bound functions to derive upper bounds on heap usage, without considering behaviors of the program that cannot lead to maximal space usage.
Starting Page 139
Ending Page 148
Page Count 10
File Format PDF
ISBN 9781605583471
DOI 10.1145/1542431.1542451
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2009-06-19
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Garbage collection Live heap space analysis Functional languages Recurrence relations
Content Type Text
Resource Type Article
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