Dynamic row activation mechanism for multi-core systems

Tareq A. Alawneh, R. Kirner, C. Menon
{"title":"Dynamic row activation mechanism for multi-core systems","authors":"Tareq A. Alawneh, R. Kirner, C. Menon","doi":"10.1145/3457388.3458660","DOIUrl":null,"url":null,"abstract":"The power that stems from modern DRAM devices represents a significant portion of the overall system power in modern computing systems. In multi-core systems, the competing cores share the same memory banks. The memory contention between these cores may lead to activate a large DRAM row only to access a small portion of data. This row over-fetching problem wastes a significant DRAM activation power with a slight performance gain. In this paper, we propose a dynamic row activation mechanism, in which the optimal size of DRAM rows is detected at run-time based on monitoring the behavioural changes of the memory requests in accessing sub-rows. The proposed mechanism aims at providing significant memory power savings, reducing the average memory access latency, and maintaining the full DRAM bandwidth. Our experimental results using four-core multi-programming workloads revealed that the proposed mechanism in this study can achieve both significant memory power reduction and average DRAM memory access latency improvement with negligible area overhead.","PeriodicalId":136482,"journal":{"name":"Proceedings of the 18th ACM International Conference on Computing Frontiers","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 18th ACM International Conference on Computing Frontiers","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3457388.3458660","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

The power that stems from modern DRAM devices represents a significant portion of the overall system power in modern computing systems. In multi-core systems, the competing cores share the same memory banks. The memory contention between these cores may lead to activate a large DRAM row only to access a small portion of data. This row over-fetching problem wastes a significant DRAM activation power with a slight performance gain. In this paper, we propose a dynamic row activation mechanism, in which the optimal size of DRAM rows is detected at run-time based on monitoring the behavioural changes of the memory requests in accessing sub-rows. The proposed mechanism aims at providing significant memory power savings, reducing the average memory access latency, and maintaining the full DRAM bandwidth. Our experimental results using four-core multi-programming workloads revealed that the proposed mechanism in this study can achieve both significant memory power reduction and average DRAM memory access latency improvement with negligible area overhead.
多核系统的动态行激活机制
在现代计算系统中,来自现代DRAM设备的功率占整个系统功率的很大一部分。在多核系统中,相互竞争的核心共享相同的内存库。这些核心之间的内存争用可能导致激活一个大的DRAM行只访问一小部分数据。这个行过度抓取问题浪费了大量的DRAM激活功率,但性能却略有提高。在本文中,我们提出了一种动态行激活机制,该机制在运行时基于监控访问子行时内存请求的行为变化来检测DRAM行的最佳大小。提出的机制旨在提供显著的内存功耗节约,减少平均内存访问延迟,并保持完整的DRAM带宽。我们使用四核多编程工作负载的实验结果表明,本研究中提出的机制可以实现显着的内存功耗降低和平均DRAM内存访问延迟改善,而面积开销可以忽略不计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信