BigClue: Towards a generic IoT cross-domain data processing platform

Dan Huru, C. Leordeanu, E. Apostol, V. Cristea
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引用次数: 6

Abstract

Initially IoT systems have been built as isolated solutions for each problem domain. This has implied a lack of standardization and interoperability. The global IoT vision aims to integrate distinct problem domains into a unified network in order to offer enriched context and meaningful correlations. Connecting global platforms with multiple IoT sensor networks will imply increased data processing requirements. In this paper we first present the main technical challenges and non-functional requirements demanded by a cross-domain IoT data processing platform. We then propose a cloud based data processing architecture that integrates a collection of suitable frameworks from existing state of the art work. In the end we validate the proposal with a reference implementation.
BigClue:迈向通用物联网跨域数据处理平台
最初,物联网系统被构建为每个问题领域的孤立解决方案。这意味着缺乏标准化和互操作性。全球物联网愿景旨在将不同的问题领域整合到统一的网络中,以提供丰富的背景和有意义的相关性。将全球平台与多个物联网传感器网络连接将意味着数据处理需求的增加。在本文中,我们首先提出了跨域物联网数据处理平台所需的主要技术挑战和非功能需求。然后,我们提出了一个基于云的数据处理架构,该架构集成了来自现有艺术工作状态的合适框架的集合。最后,我们用一个参考实现验证了该建议。
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