大数据关键技术

大数据关键技术
数据采集技术
传感器技术：在物联网环境下，各种传感器（如温度传感器、湿度传感器、加速度传感器等）不断采集物理世界的数据，这些数据是大数据的重要来源之一。例如，智能工厂中的传感器可以实时监测设备的运行状态、生产线上的产品质量等信息。
网络爬虫技术：网络爬虫用于从互联网上抓取网页数据。通过编写爬虫程序，可以按照一定的规则自动访问网页，并提取其中的信息。搜索引擎公司利用网络爬虫技术收集网页内容，构建索引数据库，为用户提供搜索服务。
日志采集工具：许多应用系统会产生大量的日志文件，记录系统的运行状态、用户操作等信息。常见的日志采集工具如 Flume、Logstash 等，可以将分散的日志数据收集起来，传输到指定的存储或处理平台。

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