基于模型检验的移动云计算应用决策支持

L. Aceto, A. Morichetta, F. Tiezzi
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引用次数: 15

摘要

在移动云计算系统中,决定是否卸载一些计算是一个关键问题。本文提出了一种新的方法,其目标是基于正式框架为卸载决策提供运行时支持。通过领域特定语言(MobiCa),开发人员可以定义系统和应用程序结构。使用由著名的模型检查器UPPAAL在运行时生成的诊断跟踪,由与MobiCa规范相关的时间自动机模型上验证的一些查询驱动,框架决定应该远程执行哪些应用程序片段。所提出的方法在一个导航器案例研究中得到了例证,它可能是移动设备上最常用的应用程序之一。
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Decision Support for Mobile Cloud Computing Applications via Model Checking
Deciding whether to off load some computation is a crucial issue in Mobile Cloud Computing systems. This paper proposes a new methodology, whose goal is to provide runtime support for off loading decisions, based on a formal framework. By means of a domain specific language (MobiCa), a developer can define both system and application structure. Using the diagnostic trace generated at runtime by the well-known model checker UPPAAL, driven by some query verified on the timed automata model associated with the MobiCa specification, the framework decides which application fragments should be remotely executed. The proposed approach is exemplified on a navigator case study, probably one of the most used applications on mobile devices.
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