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Research on Environmental Monitoring System Based on Microservices and Data Mining

机译:基于微服务和数据挖掘的环境监测系统研究

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The monitoring systems of various industries have various types and different structures. There are problems of “data chimney” and “information islands”~([1]). Monitoring data is difficult to be effectively utilized and cannot provide reliable data information to support for environmental security~([2]). In this end, an environment monitoring system based on micro-service architecture is designed. The information management and automatic monitoring business systems are unified into a flexible, robust and efficient system platform to adapt to the big data analysis and the mining applications. Using Hadoop to build environment monitoring big data platform, distributed storage, selective extraction and efficient calculation of the massive environment monitoring data can be achieved. By integrating the detection and monitoring data of the ecological environment and in-depth mining it, a neural network model is established to automatically identify potential safety hazards and recommend corresponding treatment measures, so to assist in the comprehensive research and scientific decision-making of environmental safety and promote intelligent management of safety.
机译:各个行业的监视系统具有不同的类型和不同的结构。存在“数据烟囱”和“信息孤岛”〜([1])的问题。监测数据难以有效利用,不能提供可靠的数据信息来支持环境安全[2]。为此,设计了一种基于微服务架构的环境监控系统。信息管理和自动监控业务系统被统一为一个灵活,健壮和高效的系统平台,以适应大数据分析和挖掘应用。使用Hadoop构建环境监控大数据平台,可以实现分布式存储,选择性提取和高效计算海量环境监控数据。通过整合生态环境的检测和监测数据并进行深度挖掘,建立了一个神经网络模型,以自动识别潜在的安全隐患并建议相应的处理措施,从而有助于对环境进行综合研究和科学决策。安全,促进安全智能管理。

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