Model-driven optimisation of memory hierarchy and multithreading on GPUs
Description
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]
Collections | ANU Research Publications |
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Date published: | 2015 |
Type: | Conference paper |
URI: | http://hdl.handle.net/1885/103826 |
Source: | Model-driven optimisation of memory hierarchy and multithreading on GPUs |
Access Rights: | Open Access |
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File | Description | Size | Format | Image |
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01_Haigh_Model-driven_optimisation_of_2015.pdf | 192.96 kB | Adobe PDF |
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