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Detailed analysis shows that optimizations utilizing architectural features to maximize data locality and to enhance data reuse benefit scalability most.
The software is designed to achieve a good load balance, maximize data locality and minimize disk I/O by avoiding file format conversions.
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Still, to maximize data security, several steps have been instituted.
The underlying idea is to exploit data locality and maximize the use of on-chip memory, which increase notably the performance of GPU computing.
WEISSMAN; GRIMSHAW, 1996 Data locality is a scheduling constraint; worker must be assigned closer to data.
This scheduling policy enhances data locality and improves the makespan.
It leads to a challenge to maintain the data locality with the equal data distribution.
This is done exploiting data locality and minimizing both memory consumption and data transfers.
CS61C Fall 2017 Lab 8 - Data Locality and Caches!
Applications with a low degree of sharing benefit from the data locality provided by first-touch.
One of the most effective approaches of improving disk access performance is enhancing data locality.
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