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Since unstructured finite element codes are well known to be memory bound, particular attention has to be paid to ccNUMA architectures where data locality is particularly important to achieve good intra-node scaling characteristics.
WEISSMAN; GRIMSHAW, 1996 Data locality is a scheduling constraint; worker must be assigned closer to data.
We motivate Plasticine by first observing key application characteristics captured by parallel patterns that are amenable to hardware acceleration, such as hierarchical parallelism, data locality, memory access patterns, and control flow.
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.
Maintaining the highest possible data locality is crucial to ensure high performance of such applications.
These mappings can then be used to address data locality problems and other issues.
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