A detailed GPU cache model based on reuse distance theory

@article{Nugteren2014ADG,
  title={A detailed GPU cache model based on reuse distance theory},
  author={Cedric Nugteren and Gert-Jan van den Braak and Henk Corporaal and Henri E. Bal},
  journal={2014 IEEE 20th International Symposium on High Performance Computer Architecture (HPCA)},
  year={2014},
  pages={37-48}
}
As modern GPUs rely partly on their on-chip memories to counter the imminent off-chip memory wall, the efficient use of their caches has become important for performance and energy. However, optimising cache locality system-atically requires insight into and prediction of cache behaviour. On sequential processors, stack distance or reuse distance theory is a well-known means to model cache behaviour. However, it is not straightforward to apply this theory to GPUs, mainly because of the parallel… CONTINUE READING
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D’Hollander. Reuse Distance as a Metric for Cache Behavior

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  • In IASTED: Conference on Parallel and Distributed…
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