Combining Prefetch Control and Cache Partitioning to Improve Multicore Performance

Gongjin Sun, Junjie Shen, A. Veidenbaum
{"title":"Combining Prefetch Control and Cache Partitioning to Improve Multicore Performance","authors":"Gongjin Sun, Junjie Shen, A. Veidenbaum","doi":"10.1109/IPDPS.2019.00103","DOIUrl":null,"url":null,"abstract":"Modern commercial multi-core processors are equipped with multiple hardware prefetchers on each core. The prefetchers can significantly improve application performance. However, shared resources, such as last-level cache (LLC) and off-chip memory bandwidth and controller, can lead to prefetch interference. Multiple techniques have been proposed to reduce such interference and improve the performance isolation across cores, such as coordinated control among prefetchers and cache partitioning (CP). Each of them has its advantages and disadvantages. This paper proposes combining these two techniques in a coordinated way. Prefetchers and LLC are treated as separate resources and a multi-resource management mechanism is proposed to control prefetching and cache partitioning. This control mechanism is implemented as a Linux kernel module and can be applied to a wide variety of prefetch architectures. An implementation on Intel Xeon E5 v4 processor shows that combining LLC partitioning and prefetch throttling provides a significant improvement in performance and fairness.","PeriodicalId":403406,"journal":{"name":"2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE International Parallel and Distributed Processing Symposium (IPDPS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IPDPS.2019.00103","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 10

Abstract

Modern commercial multi-core processors are equipped with multiple hardware prefetchers on each core. The prefetchers can significantly improve application performance. However, shared resources, such as last-level cache (LLC) and off-chip memory bandwidth and controller, can lead to prefetch interference. Multiple techniques have been proposed to reduce such interference and improve the performance isolation across cores, such as coordinated control among prefetchers and cache partitioning (CP). Each of them has its advantages and disadvantages. This paper proposes combining these two techniques in a coordinated way. Prefetchers and LLC are treated as separate resources and a multi-resource management mechanism is proposed to control prefetching and cache partitioning. This control mechanism is implemented as a Linux kernel module and can be applied to a wide variety of prefetch architectures. An implementation on Intel Xeon E5 v4 processor shows that combining LLC partitioning and prefetch throttling provides a significant improvement in performance and fairness.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
结合预取控制和Cache分区,提高多核性能
现代商用多核处理器在每个核上配备了多个硬件预取器。预取器可以显著提高应用程序的性能。然而,共享资源,如最后一级缓存(LLC)和片外内存带宽和控制器,可能导致预取干扰。已经提出了多种技术来减少这种干扰并提高跨核的性能隔离,例如预取器之间的协调控制和缓存分区(CP)。每一种都有其优点和缺点。本文建议将这两种技术协调地结合起来。将预取器和LLC作为独立的资源,提出了一种多资源管理机制来控制预取和缓存分区。这种控制机制是作为Linux内核模块实现的,可以应用于各种各样的预取体系结构。在Intel Xeon E5 v4处理器上的实现表明,将LLC分区和预取节流相结合可以显著提高性能和公平性。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Distributed Weighted All Pairs Shortest Paths Through Pipelining SAFIRE: Scalable and Accurate Fault Injection for Parallel Multithreaded Applications Architecting Racetrack Memory Preshift through Pattern-Based Prediction Mechanisms Z-Dedup:A Case for Deduplicating Compressed Contents in Cloud Dual Pattern Compression Using Data-Preprocessing for Large-Scale GPU Architectures
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1