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Memory power and performance optimizations for contemporary computer system design.

机译:当代计算机系统设计的内存功能和性能优化。

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摘要

The widespread use of multi-core processors has dramatically increased the demands on high bandwidth and large capacity from memory systems. Memory subsystems are becoming performance bottleneck, power and thermal hot spot of contemporary multi-core computing system designs. The power consumption of multi-GB DDR3 memory system can exceed that of the processors for memory-intensive workloads. However, there lack comprehensive studies on memory power/performance design trade-offs and their cost-effective optimization techniques.;To address these issues, in this thesis, we firstly did comprehensive evaluation on memory system performance and power design trade-offs with a large design space and varied multicore workloads. Secondly, with insights and understanding of evaluation study, we proposed a novel mini-rank architecture for significant power saving with limited performance penalty. Thirdly, we further proposed decoupled DRAM architecture for memory system performance, power and cost optimization. Our result shows significant performance, cost and/or power benefits. Both our proposed designs are the latest and representative studies in the recent development on decoupled memory organization. The integration of decoupled DIMM and mini-rank will yield a memory system of both high bandwidth and good power efficiency, and they may together have a long-term impact on future memory system designs.
机译:多核处理器的广泛使用极大地增加了存储系统对高带宽和大容量的需求。内存子系统正在成为当代多核计算系统设计的性能瓶颈,功耗和散热热点。对于内存密集型工作负载,多GB DDR3内存系统的功耗可能超过处理器的功耗。然而,目前还缺乏关于存储器功率/性能设计折衷及其成本效益优化技术的综合研究。为了解决这些问题,本文首先对存储器系统性能和功率设计折衷进行了综合评估。设计空间大,多核工作量各异。其次,通过对评估研究的见解和理解,我们提出了一种新颖的微型等级架构,可显着节省功耗,并且性能损失有限。第三,我们进一步提出了用于存储系统性能,功耗和成本优化的去耦DRAM体系结构。我们的结果显示出显着的性能,成本和/或功耗优势。我们提出的设计都是对去耦存储组织的最新开发中的最新研究和代表性研究。解耦的DIMM和微型列的集成将产生具有高带宽和良好电源效率的存储系统,并且它们可能一起对未来的存储系统设计产生长期影响。

著录项

  • 作者

    Zheng, Hongzhong.;

  • 作者单位

    University of Illinois at Chicago.;

  • 授予单位 University of Illinois at Chicago.;
  • 学科 Engineering Computer.;Computer Science.;Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2009
  • 页码 127 p.
  • 总页数 127
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 遥感技术;
  • 关键词

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