With the rapid growth of Internet and websites, especially the emergence of mobile internet, PaaS system has emerged and developed rapidly to deal the demands that rapid deployment, automatic maintenance of web applications. At the same time, the data monitoring problem of PaaS system began. The purpose of this paper is to solve this problem. This paper deifnes what data to monitor and where to get the data. The PaaS data monitoring system is design on three levels:collection of monitoring data, analysis of collection data and display of analysis result. This system can deal with the heterogeneity of monitoring data effectively.%伴随着互联网的飞速发展,尤其是移动互联网的出现,为了应对Web应用的快速部署、自动维护、自动扩容等需求,PaaS平台应运而生,并快速发展。与此同时,PaaS系统的数据监控问题也随之出现。本文就是为了解决PaaS系统中数据监控的问题,通过对PaaS系统结构的抽象,明确数据监控的内容,确定监控数据的采集来源,然后分3个层次设计实现了PaaS系统中数据监控平台。该数据监控平台的实现可以有效的解决PaaS系统中大量异构化的数据的采集、分析和展示的问题。
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