Improving Cache Behavior of Dynamically Allocated Data Structures (1998)
| Venue: | In International Conference on Parallel Architectures and Compilation Techniques |
| Citations: | 50 - 0 self |
BibTeX
@INPROCEEDINGS{Truong98improvingcache,
author = {Dan N. Truong and François Bodin and André Seznec},
title = {Improving Cache Behavior of Dynamically Allocated Data Structures},
booktitle = {In International Conference on Parallel Architectures and Compilation Techniques},
year = {1998},
pages = {322--329}
}
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Abstract
Poor data layout in memory may generate weak data locality and poor performance. Code transformations such as loop blocking or interchanging and array padding have addressed this issue for scientific applications. However many generalist applications do not use data arrays, but dynamically allocated heterogeneous data structures. In this paper, we explore two data layout techniques for dynamically allocated data structures: field reorganization, and instance interleaving. The application of these techniques may be guided by program profiling. This allows significant cache behavior improvements on some applications. To support instance interleaving, we developed a specific memory allocation library called ialloc. An ialloc-like library may be of great help in a toolbox for performance tuning of general-purpose applications.
