分布式机载计算机的在线重构:一种可靠调度算法的时间和网络行为

IF 3.7 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Glen te Hofsté , Andreas Lund , Alexandra Coroiu , Marco Ottavi , Daniel Lüdtke
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引用次数: 0

摘要

机载计算机(OBCs)是航天系统的核心。随着对空间中具有成本效益的计算能力的需求不断增加,在obc中使用高性能商用现货(COTS)组件已经获得了显著的吸引力。然而,COTS组件不提供必要的容错机制。ScOSA(空间航空电子可扩展机载计算)架构在分布式系统中使用COTS组件来提供更高的计算性能和可靠性。通过重新配置将故障节点从系统中移除,可以减轻节点故障的影响。重新配置是通过使用一组预先确定的配置来执行的,这阻碍了系统的可伸缩性,因为内存消耗会根据节点数量呈指数级增长。本文将继续研究ScOSA在线重新配置算法,以解决这种可伸缩性问题。在线重新配置算法集成到调度程序中,在运行时做出任务调度决策,消除了预先配置的需要。六阶段调度机制利用了系统的实时状态,是分布式星载计算向更高可靠性迈进的一步。新的测试场景已经被引入,以提供对在线重新配置的时间和网络行为的洞察。通过对时间、网络流量和内存使用情况的评估,表明在线重配置不仅能够动态生成配置,而且为具有不同节点和任务数量的系统的可伸缩性问题提供了解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The online reconfiguration of a distributed on-board computer: The time and network behaviour of a dependable scheduling algorithm
On-board Computers (OBCs) are at the centre of space-faring systems. With the increasing demand for cost-effective computing power in space, using high-performance commercial-off-the-shelf (COTS) components for OBCs has gained significant traction. COTS components, however, do not provide the necessary fault tolerance mechanisms. The ScOSA (Scalable On-board computing for Space Avionics) architecture uses COTS components in a distributed system to provide more computing performance and dependability. The effects of node failures are mitigated by removing the failed node from the system through reconfiguration. A reconfiguration is performed by using a set of predetermined configurations, which hinders system scalability due to exponentially increasing memory consumption depending on the number of nodes.
This paper continues the work on the ScOSA online reconfiguration algorithm as a solution to this scalability problem. The online reconfiguration algorithm, which has been integrated into a scheduler, makes task scheduling decisions at run-time, eliminating the need for predetermined configurations. The six-phase scheduling mechanism uses the real-time state of the system and is a step towards higher dependability in distributed on-board computing. New test scenarios have been introduced to provide insight into the temporal and network behaviour of online reconfiguration. By evaluating in terms of time, network traffic and memory usage, it is shown that online reconfiguration is not only capable of dynamically generating configurations but also providing a solution to the scalability problem for systems with varying numbers of both nodes and tasks.
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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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