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Specific Read-Only Data Management for Memory System Optimization

机译:用于内存系统优化的特定只读数据管理

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This paper proposes a new way of managing the cache by exploiting the difference of behavior in the memory system between read-only data and read-write data. A division of the existing cache-based memory hierarchy is proposed in order to create a dedicated data path for read-only data. In order to justify this approach, an analysis performed on a set of benchmarks shows that read-only data count for significant part of the working set and are less reused than read-write data. A transparent solution is proposed based on specific compilation support to separate automatically the memory accesses of read-only data at L1-level. This organization exploits the properties of the different sub-workloads in order to increase the overall data locality and data reuse. Simulated in a multicore environment, the evaluation of the new memory organization shows reduction of L1 misses up to 28.5%. Moreover, the messages issued on the interconnection network can be reduced up to 14.7% without any penalty on the performance.
机译:本文提出了一种通过利用只读数据和读写数据之间的内存系统行为差异来管理缓存的新方法。提议对现有的基于缓存的内存层次结构进行划分,以便为只读数据创建专用的数据路径。为了证明这种方法的合理性,对一组基准进行的分析表明,只读数据占工作集很大一部分,并且比读写数据少重复使用。提出了一种基于特定编译支持的透明解决方案,以自动分离L1级别的只读数据的内存访问。该组织利用不同子工作负载的属性,以提高整体数据的局部性和数据重用性。在多核环境中进行仿真后,对新内存组织的评估显示,L1丢失率降低了28.5%。此外,在互连网络上发布的消息最多可减少14.7%,而不会影响性能。

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