Mcti:基于任务的混合关键性隔离

IF 1.4 4区 计算机科学 Q3 COMPUTER SCIENCE, THEORY & METHODS Real-Time Systems Pub Date : 2024-07-10 DOI:10.1007/s11241-024-09425-5
Denis Hoornaert, Golsana Ghaemi, Andrea Bastoni, Renato Mancuso, Marco Caccamo, Giulio Corradi
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引用次数: 0

摘要

在时间紧迫、低功耗的嵌入式领域,对高性能的需求与日俱增,这促使人们采用功能强大但不可预测的异构片上系统。在这些平台上,不可预测性的主要来源--共享内存子系统--已被广泛研究,多年来已提出了几种方法来减轻不期望的影响。其中,基于性能计数器的调节方法被证明特别成功。遗憾的是,这种调节方法需要精确了解每个任务的内存消耗,而且由于调节预算是共享的,因此无法扩展到隔离运行在同一内核上的混合关键性任务。此外,这些方法与众所周知的时间隔离技术(如基于服务器的保留)的理想结合仍是一个未知领域,缺乏对可能的优势和局限性的精确描述。我们认识到这种整合对于设计可预测的实时系统的重要性,因此引入了 MCTI(基于混合关键任务的隔离),作为朝这个方向迈出的第一步。MCTI 是一种硬件/软件协同设计架构,旨在改善不同关键性任务之间的 CPU 和内存隔离,即使这些任务共享同一个 CPU。为了确定 MCTI 的正确行为并提炼其优势,我们在一个广泛使用的现成平台上实施并测试了所提出的原型架构。对原型的评估结果表明:(1) MCTI 有助于将关键任务与共享相同内存预算的并发非关键任务隔离开来,而且只观察到有限的响应时间增加;(2) 在内存压力下运行的关键任务的平均响应时间接近于无内存压力时的响应时间。
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Mcti: mixed-criticality task-based isolation

The ever-increasing demand for high performance in the time-critical, low-power embedded domain drives the adoption of powerful but unpredictable, heterogeneous Systems-on-Chip. On these platforms, the main source of unpredictability—the shared memory subsystem—has been widely studied, and several approaches to mitigate undesired effects have been proposed over the years. Among them, performance-counter-based regulation methods have proved particularly successful. Unfortunately, such regulation methods require precise knowledge of each task’s memory consumption and cannot be extended to isolate mixed-criticality tasks running on the same core as the regulation budget is shared. Moreover, the desirable combination of these methodologies with well-known time-isolation techniques—such as server-based reservations—is still an uncharted territory and lacks a precise characterization of possible benefits and limitations. Recognizing the importance of such consolidation for designing predictable real-time systems, we introduce MCTI (Mixed-Criticality Task-based Isolation) as a first initial step in this direction. MCTI is a hardware/software co-design architecture that aims to improve both CPU and memory isolations among tasks with different criticalities even when they share the same CPU. In order to ascertain the correct behavior and distill the benefits of MCTI, we implemented and tested the proposed prototype architecture on a widely available off-the-shelf platform. The evaluation of our prototype shows that (1) MCTI helps shield critical tasks from concurrent non-critical tasks sharing the same memory budget, with only a limited increase in response time being observed, and (2) critical tasks running under memory stress exhibit an average response time close to that achieved when running without memory stress.

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来源期刊
Real-Time Systems
Real-Time Systems 工程技术-计算机:理论方法
CiteScore
2.90
自引率
7.70%
发文量
15
审稿时长
6 months
期刊介绍: Papers published in Real-Time Systems cover, among others, the following topics: requirements engineering, specification and verification techniques, design methods and tools, programming languages, operating systems, scheduling algorithms, architecture, hardware and interfacing, dependability and safety, distributed and other novel architectures, wired and wireless communications, wireless sensor systems, distributed databases, artificial intelligence techniques, expert systems, and application case studies. Applications are found in command and control systems, process control, automated manufacturing, flight control, avionics, space avionics and defense systems, shipborne systems, vision and robotics, pervasive and ubiquitous computing, and in an abundance of embedded systems.
期刊最新文献
Multi-core interference over-estimation reduction by static scheduling of multi-phase tasks Connecting the physical space and cyber space of autonomous systems more closely Mcti: mixed-criticality task-based isolation Minimizing cache usage with fixed-priority and earliest deadline first scheduling MemPol: polling-based microsecond-scale per-core memory bandwidth regulation
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