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Model-driven optimisation of memory hierarchy and multithreading on GPUs

Haigh, Andrew; McCreath, Eric


Today's multi-core era places significant demands on an optimizing compiler, which must parallelize programs, exploit memory hierarchy, and leverage the ever-increasing SIMD capabilities of modern processors. Existing model-based heuristics for performance optimization used in compilers are limited in their ability to identify profitable parallelism/locality trade-offs and usually lead to sub-optimal performance. To address this problem, we distinguish optimizations for which effective...[Show more]

CollectionsANU Research Publications
Date published: 2015
Type: Conference paper
Source: Model-driven optimisation of memory hierarchy and multithreading on GPUs
Access Rights: Open Access


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