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  1. Proceedings of the 2010 Workshop on Interaction between Compilers and Computer Architecture (INTERACT-14)
  2. A compiler framework for general memory layout optimizations targeting structures
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Enhancing application efficiency by packing instructions into registers
Multicore-aware hybrid code positioning to reduce worst-case execution time
A compiler framework for general memory layout optimizations targeting structures
From lock to correct and efficient software transactional memory
Compiler-based data classification for hybrid caching
Code size and performance optimization for mobile JavaScript just-in-time compiler
Program differentiation
Investigating the impact of code generation on performance characteristics of integer programs
An analytical model to exploit memory task scheduling
RaPTEX: a resource-focused toolchain for rapid prototyping of embedded communication systems
Performance characterization of data mining benchmarks

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A compiler framework for general memory layout optimizations targeting structures

Content Provider ACM Digital Library
Author Yew, Pen-Chung Lin, Jin
Abstract This paper presents a novel approach which integrates both structure layout optimization and array flattening in a unified compiler framework to improve memory locality and reduce required memory bandwidth. The proposed compiler framework includes alias group-wise safety analysis, memory layout profitability analysis and memory layout transformations. The alias group-wise safety analysis is proposed to process the candidates of structure layout optimization and array flattening in a unified framework. The alias group-wise approach could expose more opportunities for structure layout optimization and array flattening. The profitability analysis including array dimension reordering and structure layout profitability analysis tries to select a profitable data layout that enables more structure layout optimizations as well as array flattening to exploit more data locality. Experimental results show that the implemented framework delivers significant performance gain for memory intensive programs in CPU2006 and OMP2001 suites.
Starting Page 1
Ending Page 8
Page Count 8
File Format PDF
ISBN 9781605589213
DOI 10.1145/1739025.1739033
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2010-03-13
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Array flattening Structure layout optimization
Content Type Text
Resource Type Article
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