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To improve the data and instruction fetchers, the proposed buffering architecture can exploits both the temporal and spatial localities with a relation-exchanging buffering mechanism.
Specifically, since both the temporal and spatial localities of the length and weight values are improved with the alternative data organization, the reconstruction operations incur fewer number of cache misses.
To capture temporal and spatial localities, we use a modified version of Riedi et al.'s multifractal model, where we reduce the complexity of the original model from O(N) to O(1); N being the length of the synthetic trace.
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The proposed prediction scheme reflects the spatial locality of data.
Wang et al. [16] exploit the spatial locality, spatial regularity, and activity heterogeneity of human mobility to select relays.
This indicates that the gene expression data clearly demonstrate a strong spatial locality.
In our implementation and during kernel computation, texture memory access patterns has a spatial locality.
Spatial locality brings the advantages of computation speed-up and sequence reuse to molecular computing.
Furthermore, we maximize TB size to exploit spatial locality with fewer resident TBs.
Temporal and spatial locality are then applied together in the third method proposed.
For spatial locality, some ad hoc metrics have been proposed as a quantitative measure.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com