多速率分布式系统的设计与验证

Wenchao Li, Léonard Gérard, N. Shankar
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引用次数: 11

摘要

多速率系统自然出现在分布式设置中,其中计算单元根据其本地时钟周期性地执行,并通过消息传递在它们之间进行通信。我们提出了一种系统的方法来设计和验证这种系统,假设本地时钟有界漂移和有界通信延迟。首先,我们通过架构定义语言(称为RADL)捕获系统模型,该语言具有精确的计算和通信模型。RADL范例简单、组合,并且能够抵御拒绝服务攻击。我们的radler构建工具将体系结构定义和单个本地函数作为输入,并为整个系统生成可执行文件作为输出。此外,我们提出了使用日历自动机的多速率系统的模块化编码,并描述了如何使用基于smt的无限状态有界模型检查来验证这些系统的实时性。最后,我们讨论了将此方法应用于构建高保证网络物理系统的经验。
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Design and verification of multi-rate distributed systems
Multi-rate systems arise naturally in distributed settings where computing units execute periodically according to their local clocks and communicate among themselves via message passing. We present a systematic way of designing and verifying such systems with the assumption of bounded drift for local clocks and bounded communication latency. First, we capture the system model through an architecture definition language (called RADL) that has a precise model of computation and communication. The RADL paradigm is simple, compositional, and resilient against denial-of-service attacks. Our radler build tool takes the architecture definition and individual local functions as inputs and generate executables for the overall system as output. In addition, we present a modular encoding of multi-rate systems using calendar automata and describe how to verify real-time properties of these systems using SMT-based infinite-state bounded model checking. Lastly, we discuss our experiences in applying this methodology to building high-assurance cyber-physical systems.
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