MATERIAL 框架:QNX 实时操作系统下边缘实时应用程序的建模和自动代码生成

IF 3.7 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Journal of Systems Architecture Pub Date : 2024-06-29 DOI:10.1016/j.sysarc.2024.103219
Matthias Becker , Daniel Casini
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引用次数: 0

摘要

现代边缘实时汽车应用正变得越来越复杂、动态和分布式,从传统的静态操作环境转向支持高级驾驶辅助和自动驾驶功能。这种转变要求制定更复杂的任务模型,以恰当地表示这些应用不断发展的性质。实时汽车系统的建模通常利用架构语言(AL)(如 Amalthea)进行,业界通常使用这些语言来描述处理平台、操作系统和任务的特性。然而,这些架构语言最初是为经典汽车应用而设计的,需要不断发展以满足下一代应用的需求。本文为 QNX 实时操作系统下的动态汽车应用建模和自动代码生成提出了一个自动框架。为此,我们对 Amalthea 进行了扩展,以描述具有多种运行模式的通信任务链,并考虑了 QNX 基于预约的调度程序(APS),该程序允许在同一硬件平台上的应用程序之间实现时间隔离。最后,我们还介绍了一项评估,以比较我们的代码生成框架自动生成的 QNX 下的不同实施方案。
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The MATERIAL framework: Modeling and AuTomatic code Generation of Edge Real-TIme AppLications under the QNX RTOS

Modern edge real-time automotive applications are becoming more complex, dynamic, and distributed, moving away from conventional static operating environments to support advanced driving assistance and autonomous driving functionalities. This shift necessitates formulating more complex task models to represent the evolving nature of these applications aptly. Modeling of real-time automotive systems is typically performed leveraging Architectural Languages (ALs) such as Amalthea, which are commonly used by the industry to describe the characteristics of processing platforms, operating systems, and tasks. However, these architectural languages are originally derived for classical automotive applications and need to evolve to meet the needs of next-generation applications. This paper proposes an automatic framework for the modeling and automatic code generation of dynamic automotive applications under the QNX RTOS. To this end, we extend Amalthea to describe chains of communicating tasks with multiple operating modes and to consider the QNX’s reservation-based scheduler, called APS, which allows providing temporal isolation between applications co-located on the same hardware platform. Finally, an evaluation is presented to compare different implementation alternatives under QNX that are automatically generated by our code generation framework.

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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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