Synchronous VS asynchronous reconfiguration of Memory Bandwidth Management Schemes: A comparative analysis

IF 3.7 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Andrea Serafini , Alessandro Biasci , Bruno Morelli , Paolo Valente , Andrea Marongiu
{"title":"Synchronous VS asynchronous reconfiguration of Memory Bandwidth Management Schemes: A comparative analysis","authors":"Andrea Serafini ,&nbsp;Alessandro Biasci ,&nbsp;Bruno Morelli ,&nbsp;Paolo Valente ,&nbsp;Andrea Marongiu","doi":"10.1016/j.sysarc.2025.103483","DOIUrl":null,"url":null,"abstract":"<div><div>Memory bandwidth contention may severely inflate the execution time of tasks co-running on modern Commercial Off-The-Shelf (COTS) multicores. An effective and widely deployed solution to mitigate the problem is <em>bandwidth regulation</em>, a technique to limit the available memory bandwidth for those cores that are not executing time-critical <em>tasks</em>. The granularity at which time-critical activities can be identified at the core level can be in fact even finer than a whole task, and just span smaller <em>memory-critical section</em> (MCS) therein. As the co-presence of MCS and non-critical task portions in the system dynamically changes over time, <em>bandwidth regulators</em> require more or less frequent <em>reconfiguration</em> of their parameters. Similar <em>reconfiguration techniques</em> thus represent a central component of dynamic <em>Memory Bandwidth Management Schemes</em> (MBMS). In particular, the overhead and latency of such a component determine the feasibility and control granularity of the overall bandwidth-regulation solution. The literature extensively covers low-level bandwidth regulation mechanisms and – to some extent – their integration in wider MBMSs, yet no in-depth analysis is currently available of the impact of <em>reconfiguration techniques</em>. This paper addresses this issue by proposing a comparative analysis of the two basic approaches to <em>reconfiguring</em> bandwidth regulators in a system: <em>synchronous</em> and <em>asynchronous</em> schemes. The analysis, performed on a real-world setup with both synthetic and real-world benchmarks, shows that the asynchronous technique improves the control granularity of a bandwidth regulator by a factor of up to 19x, moving from the <em>ms</em> to the <span><math><mi>μ</mi></math></span><em>s</em> scale.</div></div>","PeriodicalId":50027,"journal":{"name":"Journal of Systems Architecture","volume":"167 ","pages":"Article 103483"},"PeriodicalIF":3.7000,"publicationDate":"2025-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Systems Architecture","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1383762125001559","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE","Score":null,"Total":0}
引用次数: 0

Abstract

Memory bandwidth contention may severely inflate the execution time of tasks co-running on modern Commercial Off-The-Shelf (COTS) multicores. An effective and widely deployed solution to mitigate the problem is bandwidth regulation, a technique to limit the available memory bandwidth for those cores that are not executing time-critical tasks. The granularity at which time-critical activities can be identified at the core level can be in fact even finer than a whole task, and just span smaller memory-critical section (MCS) therein. As the co-presence of MCS and non-critical task portions in the system dynamically changes over time, bandwidth regulators require more or less frequent reconfiguration of their parameters. Similar reconfiguration techniques thus represent a central component of dynamic Memory Bandwidth Management Schemes (MBMS). In particular, the overhead and latency of such a component determine the feasibility and control granularity of the overall bandwidth-regulation solution. The literature extensively covers low-level bandwidth regulation mechanisms and – to some extent – their integration in wider MBMSs, yet no in-depth analysis is currently available of the impact of reconfiguration techniques. This paper addresses this issue by proposing a comparative analysis of the two basic approaches to reconfiguring bandwidth regulators in a system: synchronous and asynchronous schemes. The analysis, performed on a real-world setup with both synthetic and real-world benchmarks, shows that the asynchronous technique improves the control granularity of a bandwidth regulator by a factor of up to 19x, moving from the ms to the μs scale.
内存带宽管理方案的同步与异步重构:比较分析
内存带宽争用可能会严重增加在现代商用现货(COTS)多核上协同运行的任务的执行时间。缓解该问题的一个有效且广泛部署的解决方案是带宽调节,这是一种限制那些不执行时间关键任务的核心可用内存带宽的技术。在核心层识别时间关键型活动的粒度实际上可能比整个任务更细,并且只跨越其中较小的内存关键部分(MCS)。由于系统中MCS和非关键任务部分的共存随着时间的推移而动态变化,带宽调节器或多或少需要频繁地重新配置其参数。因此,类似的重新配置技术是动态内存带宽管理方案(MBMS)的核心组成部分。特别是,这种组件的开销和延迟决定了整个带宽调节解决方案的可行性和控制粒度。文献广泛地涵盖了低水平带宽调节机制,并在某种程度上将其集成到更广泛的mbms中,但目前还没有对重构技术的影响进行深入分析。本文通过提出在系统中重新配置带宽调节器的两种基本方法的比较分析来解决这个问题:同步和异步方案。在真实世界的合成和真实世界的基准测试中进行的分析表明,异步技术将带宽调节器的控制粒度提高了19倍,从毫秒级提高到μs级。
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
Journal of Systems Architecture
Journal of Systems Architecture 工程技术-计算机:硬件
CiteScore
8.70
自引率
15.60%
发文量
226
审稿时长
46 days
期刊介绍: The Journal of Systems Architecture: Embedded Software Design (JSA) is a journal covering all design and architectural aspects related to embedded systems and software. It ranges from the microarchitecture level via the system software level up to the application-specific architecture level. Aspects such as real-time systems, operating systems, FPGA programming, programming languages, communications (limited to analysis and the software stack), mobile systems, parallel and distributed architectures as well as additional subjects in the computer and system architecture area will fall within the scope of this journal. Technology will not be a main focus, but its use and relevance to particular designs will be. Case studies are welcome but must contribute more than just a design for a particular piece of software. Design automation of such systems including methodologies, techniques and tools for their design as well as novel designs of software components fall within the scope of this journal. Novel applications that use embedded systems are also central in this journal. While hardware is not a part of this journal hardware/software co-design methods that consider interplay between software and hardware components with and emphasis on software are also relevant here.
×
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