An Automated Deployment and Testing Framework for Resilient Distributed Smart Grid Applications

Purboday Ghosh, H. Tu, T. Krentz, G. Karsai, S. Lukic
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Abstract

Executing distributed cyber-physical software processes on edge devices that maintains the resiliency of the overall system while adhering to resource constraints is quite a challenging trade-off to consider for developers. Current approaches do not solve this problem of deploying software components to devices in a way that satisfies different resilience requirements that can be encoded by developers at design time. This paper introduces a resilient deployment framework that can achieve that by accepting user-defined constraints to optimize redundancy or cost for a given application deployment. Experiments with a microgrid energy management application developed using a decentralized software platform show that the deployment configuration can play an important role in enhancing the resilience capabilities of distributed applications as well as reducing the resource demands on individual nodes even without modifying the control logic.
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弹性分布式智能电网应用的自动化部署和测试框架
在边缘设备上执行分布式网络物理软件过程,既要保持整个系统的弹性,又要遵守资源限制,这对开发人员来说是一个相当具有挑战性的权衡。当前的方法并不能解决将软件组件部署到设备的问题,而这种部署方式又不能满足开发人员在设计时编码的不同弹性需求。本文介绍了一个弹性部署框架,它可以通过接受用户定义的约束来优化给定应用程序部署的冗余或成本来实现这一目标。利用分散式软件平台开发的微电网能源管理应用程序的实验表明,部署配置在不修改控制逻辑的情况下,可以在增强分布式应用程序的弹性能力和减少单个节点的资源需求方面发挥重要作用。
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