数据管理对传感器信号进行高带宽数据流到云端

Theodoros Soultanopoulos, Stelios Sotiriadis, E. Petrakis, C. Amza
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引用次数: 11

摘要

物联网(IoT)和云计算对用户数据的收集、存储和分析提出了新的要求。在这项工作中,我们专注于从蓝牙低功耗(BLE)设备收集数据,以便实时识别和跟踪来自事物的数据,并通过允许在云中处理来增强数据分析。本文提出了一种IoT服务架构和运行在智能设备(平板电脑,智能手机)上的网关服务的系统实现,该服务支持对BLE兼容传感器的通用访问,并允许使用易于使用的数据信息模式进行实时传感器注册。该网关旨在支持传感器数据在传输到云之前的处理(例如过滤),例如FOG计算(定义高带宽和低延迟物联网分布式系统)。实验结果表明,该系统支持实时通信和快速数据采集,数据传输(从智能传感器到云)的总时间小于130 ms。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Data management of sensor signals for high bandwidth data streaming to the cloud
Internet of Things (IoT) and Cloud computing highlight new requirements for data collection, storage and analysis of user data. In this work we focus on the data collection from Bluetooth Low Energy (BLE) devices in order to identify and track data from things in real time, as well as to enhance data analysis by allowing processing in the Cloud. The paper proposes an IoT service architecture and a system implementation for a gateway service running on smart devices (tablets, smartphones) that supports generic access to BLE compliant sensors and allows on-the-fly sensor registration using an easy to use data information schema. The gateway is designed to support the processing (e.g. filtering) of sensor data before they are transferred to the cloud in example of FOG computing (that defines high bandwidth and low latency IoT distributed system). The experimental results demonstrate that the system supports real time communication and fast data collection, as the total time for data transmission (from smart sensors to the cloud) is less than 130 ms.
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