HyFAR: A hypervisor-based fault tolerance approach for heterogeneous automotive real-time systems

IF 3.7 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Journal of Systems Architecture Pub Date : 2024-09-05 DOI:10.1016/j.sysarc.2024.103263
Johannes Lex , Margull Ulrich , Ralph Mader , Dietmar Fey
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Abstract

Fault tolerance is a key aspect for fully autonomous vehicles, as there is no human driver available to take control of the vehicle as a backup. Such autonomous vehicles incorporate signal-oriented and service-oriented hardware and software architectures within one heterogeneous real-time system. Fault tolerance is commonly achieved by adding redundant Electronic Control Units (ECUs) to the system. However, redundant ECUs increase the weight, cost and power consumption of the system. This paper presents a novel hypervisor-based fault tolerance approach for automotive real-time systems (HyFAR), which is based on the largely unexplored concept of migrating software in a highly heterogeneous real-time system using virtualization technology. It is shown, that the fault tolerance of an automotive vehicle can be enhanced in a cost-effective way without the need of additional hardware. The process of recovering critical service-oriented software using a signal-oriented hardware and vice versa is examined. This paper gives a detailed overview of the effects of emulation, virtualization, separation and the type of the hypervisor towards the recovery time and the freedom from interference of signal-oriented and service-oriented software. The results demonstrate that recovering critical service-oriented software using signal-oriented hardware is limited due to missing middle-ware and virtualization support and resource scarcity. However, recovering critical signal-oriented software using a service-oriented hardware is feasible, while a subset of the original service-oriented software can be continued on the same hardware. The resulting approach can be applied to a range of applications including thermal management or lane departure warning.

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HyFAR:基于管理程序的异构汽车实时系统容错方法
容错是完全自主车辆的一个关键方面,因为没有人类驾驶员作为后备来控制车辆。此类自动驾驶汽车在一个异构实时系统中集成了面向信号和面向服务的硬件和软件架构。容错通常通过在系统中添加冗余电子控制单元(ECU)来实现。然而,冗余 ECU 会增加系统的重量、成本和功耗。本文介绍了一种新颖的基于管理程序的汽车实时系统容错方法(HyFAR),该方法基于在高度异构的实时系统中利用虚拟化技术迁移软件这一基本未被探索的概念。研究表明,无需额外硬件,就能以经济高效的方式增强汽车的容错能力。本文还研究了使用面向信号的硬件恢复面向服务的关键软件的过程,反之亦然。本文详细概述了仿真、虚拟化、分离和管理程序类型对面向信号软件和面向服务软件的恢复时间和不受干扰程度的影响。结果表明,由于缺少中间件和虚拟化支持以及资源稀缺,使用面向信号的硬件恢复关键的面向服务的软件是有限的。然而,使用面向服务的硬件恢复关键的面向信号的软件是可行的,同时可以在同一硬件上继续使用原始面向服务的软件的子集。由此产生的方法可应用于一系列应用,包括热管理或车道偏离警告。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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.
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