Compiler Driven Data Layout Optimization for Regular/Irregular Array Access Patterns

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Provided by: Association for Computing Machinery
Topic: Storage
Format: PDF
Embedded multimedia applications consist of regular and irregular memory access patterns. Particularly, irregular pattern are not amenable to static analysis for extraction of access patterns, and thus prevent efficient use of a Scratch Pad Memory (SPM) hierarchy for performance and energy improvements. To resolve this, the authors present a compiler strategy to optimize data layout in regular/ irregular multimedia applications running on embedded multiprocessor environments. The goal is to maximize the amount of accesses to the SPM over the entire system which leads to a reduction in the energy consumption of the system.
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