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Braberman, V.; Fernández, F.; Garbervetsky, D.; Yovine, S. "Parametric prediction of heap memory requirements" (2008) 2008 International Symposium on Memory Management, ISMM'08:141-150
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Abstract:

This work presents a technique to compute symbolic polynomial approximations of the amount of dynamic memory required to safely execute a method without running out of memory, for Javalike imperative programs. We consider object allocations and deallocations made by the method and the methods it transitively calls. More precisely, given an initial configuration of the stack and the heap, the peak memory consumption is the maximum space occupied by newly created objects in all states along a run from it. We over-approximate the peak memory consumption using a scoped-memory management where objects are organized in regions associated with the lifetime of methods. We model the problem of computing the maximum memory occupied by any region configuration as a parametric polynomial optimization problem over a polyhedral domain and resort to Bernstein basis to solve it. We apply the developed tool to several benchmarks.Copyright © 2008 ACM.

Registro:

Documento: Conferencia
Título:Parametric prediction of heap memory requirements
Autor:Braberman, V.; Fernández, F.; Garbervetsky, D.; Yovine, S.
Ciudad:Tuscon, AZ
Filiación:Departamento de Computación, FCEyN, UBA, Argentina
CNRS-VERIMAG, France
Palabras clave:Heap consumption; Heap space analysis; Java; Memory regions; Bernstein bases; Dynamic memories; Heap consumption; Heap space analysis; Imperative programs; Initial configurations; Java; Life-times; Memory consumptions; Memory managements; Memory regions; Memory requirements; Object allocations; Out of memories; Polyhedral domains; Polynomial optimization problems; Polynomial approximation
Año:2008
Página de inicio:141
Página de fin:150
DOI: http://dx.doi.org/10.1145/1375634.1375655
Título revista:2008 International Symposium on Memory Management, ISMM'08
Título revista abreviado:Int. Symp. Mem. Manage. ISMM
Registro:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_97816055_v_n_p141_Braberman

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Citas:

---------- APA ----------
Braberman, V., Fernández, F., Garbervetsky, D. & Yovine, S. (2008) . Parametric prediction of heap memory requirements. 2008 International Symposium on Memory Management, ISMM'08, 141-150.
http://dx.doi.org/10.1145/1375634.1375655
---------- CHICAGO ----------
Braberman, V., Fernández, F., Garbervetsky, D., Yovine, S. "Parametric prediction of heap memory requirements" . 2008 International Symposium on Memory Management, ISMM'08 (2008) : 141-150.
http://dx.doi.org/10.1145/1375634.1375655
---------- MLA ----------
Braberman, V., Fernández, F., Garbervetsky, D., Yovine, S. "Parametric prediction of heap memory requirements" . 2008 International Symposium on Memory Management, ISMM'08, 2008, pp. 141-150.
http://dx.doi.org/10.1145/1375634.1375655
---------- VANCOUVER ----------
Braberman, V., Fernández, F., Garbervetsky, D., Yovine, S. Parametric prediction of heap memory requirements. Int. Symp. Mem. Manage. ISMM. 2008:141-150.
http://dx.doi.org/10.1145/1375634.1375655