Precept-Based Framework for Using Crowdsourcing in IoT-Based Systems

Urjaswala Vora, Peeyush Chomal, Avani Vakharwala
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引用次数: 2

Abstract

Cyber-physical systems (CPS) provide the foundation of critical infrastructure, form the basis of emerging and future smart services, and improve quality of life. The technological advances such as edge-centric computing have pushed the frontier of computing applications, data, and services away from the centralized nodes to the logical extremes of a network. It enables analytics and knowledge generation to occur at the source of the data. In this paper we present the amalgamation of three paradigms, each at different level of system development. Precept is a design paradigm for modeling complex control structures of the activities. It is a declaratively modeled control component that prohibits undesired couplings that are otherwise unavoidable in imperatively programmed control components. Crowdsourcing for system integration harnesses the collective intelligence or knowledge base of crowd's wisdom when given the right set of conditions. Here we discuss the aptness of crowdsourcing in the development of IoT-based systems that integrate the smart components from varied domains. We define a precept based software development framework that uses crowdsourcing to develop and to continuously extend a more sustainable and adaptive IoT-based system.
在物联网系统中使用众包的基于规则的框架
信息物理系统(CPS)为关键基础设施提供了基础,形成了新兴和未来智能服务的基础,并提高了生活质量。边缘中心计算等技术进步已经将计算应用程序、数据和服务的前沿从集中式节点推向了网络的逻辑极端。它使分析和知识生成能够发生在数据源上。在本文中,我们提出了三个范例的合并,每个范例都在系统开发的不同层次上。规则是对活动的复杂控制结构进行建模的设计范例。它是一个声明式建模的控制组件,它禁止在命令式编程的控制组件中不可避免的不希望的耦合。系统集成的众包在给定适当的条件时,可以利用集体智慧或群体智慧的知识库。在这里,我们讨论了众包在基于物联网的系统开发中的适用性,这些系统集成了来自不同领域的智能组件。我们定义了一个基于规则的软件开发框架,该框架使用众包来开发和持续扩展一个更具可持续性和适应性的基于物联网的系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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