基于OGC标准的大数据传感器云Web用户界面

Vijayasherly Velayutham, Srimathi Chandrasekaran, Subaji Mohan
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引用次数: 1

摘要

传感器云是无线传感器网络和云计算的结合,它在分布式环境中执行实时数据采集和处理。该基础设施能够收集、处理、共享、可视化、存档和搜索大量传感器数据。它使得在地理上分布的无限数量的组之间以前所未有的规模共享计算资源和数据成为可能。本文提供了一种高效的基于web的技术实现,用于处理基于开放地理空间联盟标准的大型异构数据集。提议的接口使用传感器云中间件和无线传感器来处理大量数据的分布式应用程序。在提议的工作中,传感器云中间件使用Open Stack和Hadoop框架以及通用建模环境、HBase和Zabbix等实用工具。还讨论了具有查看传感器数据、调度传感器数据收集和提醒用户等功能的用户界面。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Web user interface based on OGC standards for sensor cloud using big data
Sensor cloud is the combination of wireless sensor networks and Cloud computing which performs real-time data acquisition and processing in a distributed environment. The infrastructure enables collection, processing, sharing, visualisation, archival and searching of large amounts of sensor data. It makes it possible for sharing computing resources and data, on an unprecedented scale, among an infinite number of geographically distributed groups. The paper provides an implementation of efficient web based technology for processing large, heterogeneous set of data based on Open Geospatial Consortium Standards. The proposed interface uses the sensor cloud middleware and wireless sensors for distributed applications that process large amounts of data. Sensor cloud middleware in the proposed work uses Open Stack and Hadoop framework along with utilities like generic modelling environment, HBase and Zabbix. The user interface with features such as viewing sensor data, scheduling sensors for data collection and alerting users have also been discussed.
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