Visually-defined Real-Time Orchestration of IoT Systems

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2021

Autores

André Restivo (Autor) FEUP; Hugo Sereno Ferreira (Autor) FEUP; João Pedro Dias (Autor) FEUP; Margarida Silva (Autor) FEUP

Ata de Conferência Internacional

Título: MobiQuitous '20: Computing, Networking and Services, Virtual Event / Darmstadt, Germany, December 7-9, 2020

Páginas: 225-235

Indexação

ISI Web of Knowledge - 0 Citações

Outras Informações

ID Authenticus: P-00V-8M2

DOI: 10.1145/3448891.3448938

Abstract (EN): In this work, we propose a method for extending Node-RED to allow the automatic decomposition and partitioning of the system towards higher decentralization. We provide a custom firmware for constrained devices to expose their resources, as well as new nodes and modifications in the Node-RED engine that allow automatic orchestration of tasks. The firmware is responsible for low-level management of health and capabilities, as well as executing MicroPython scripts on demand. Node-RED then takes advantage of this firmware by (1) providing a device registry allowing devices to announce themselves, (2) generating MicroPython code from dynamic analysis of flow and nodes, and (3) automatically (re-)assigning nodes to devices based on pre-specified properties and priorities. A mechanism to automatically detect abnormal run-time conditions and provide dynamic self-adaptation was also explored. Our solution was tested using synthetic home automation scenarios, where several experiments were conducted with both virtual and physical devices. We then exhaustively measured each scenario to allow further understanding of our proposal and how it impacts the system's resiliency, efficiency, and elasticity.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 11