A policy-based coordination architecture for distributed complex event processing in the internet of things: doctoral symposium

Jorge C. B. Fonseca, C. Ferraz, Kiev Gama
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引用次数: 13

Abstract

The dissemination of powered communication devices has instigated a new technological paradigm called Internet of Things (IoT). These devices are present in our life, capturing information about people's routines and using them as data stream to support many decision-making processes. Nevertheless, many IoT applications take into consideration only the information related to their local context and the data analysis is done by a cloud server, increasing the feedback information latency to the data consumers and reducing the information quality. This work adopts the use of a distributed complex event processing (CEP) to analyse data considering all the IoT devices to execute data processing and distribution through a policy-based coordination architecture, building a μDCEP, called GiTo. The policies define rules for coordination processing which are monitored through the distributed CEP engine. This approach focus on information quality improvement and time reduction between data generation and information acquired by the consumers.
物联网中分布式复杂事件处理的基于策略的协调架构:博士研讨会
动力通信设备的普及催生了一种名为物联网(IoT)的新技术范式。这些设备存在于我们的生活中,捕捉人们日常活动的信息,并将其作为数据流来支持许多决策过程。然而,许多物联网应用只考虑与本地环境相关的信息,数据分析由云服务器完成,增加了对数据消费者的反馈信息延迟,降低了信息质量。本工作采用分布式复杂事件处理(CEP)来分析数据,考虑到所有物联网设备通过基于策略的协调架构执行数据处理和分发,构建μDCEP,称为GiTo。策略定义协调处理的规则,这些规则通过分布式CEP引擎进行监控。该方法侧重于提高信息质量,减少数据生成和消费者获取信息之间的时间。
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