华东师范大学学报(自然科学版) ›› 2017, Vol. 2017 ›› Issue (5): 225-235.doi: 10.3969/j.issn.1000-5641.2017.05.020

• 应用系统 • 上一篇    

研究生信息平台中运维系统的设计与实现

史兵1, 夏帆1, 宋树彬2, 肖李敏2, 董启文1, 周傲英1, 徐林昊3   

  1. 1. 华东师范大学 数据科学与工程学院, 上海 200062;
    2. 华东师范大学 研究生院, 上海 200062;
    3. 印孚瑟斯技术中国有限公司, 上海 200135
  • 收稿日期:2017-05-01 出版日期:2017-09-25 发布日期:2017-09-25
  • 通讯作者: 夏帆,男,博士后,研究方向为社交媒体分析.E-mail:fxia@sei.ecnu.edu.cn E-mail:fxia@sei.ecnu.edu.cn
  • 作者简介:史兵,男,硕士研究生,研究方向为数据科学技术应用
  • 基金资助:
    国家重点研发计划(2016YFB1000905);国家自然科学基金广东省联合重点项目(U1401256);国家自然科学基金(61672234,61402177);华东师范大学信息化软课题

Design and implementation of operation subsystem in graduate student management system

SHI Bing1, XIA Fan1, SONG Shu-bin2, XIAO Li-min2, DONG Qi-wen1, ZHOU Ao-ying1, XU Lin-hao3   

  1. 1. School of Data Science and Engineering, East China Normal University, Shanghai 200062, China;
    2. Graduate School, East China Normal University, Shanghai 200062, China;
    3. Infosys Technologies China Ltd., Shanghai 200135, China
  • Received:2017-05-01 Online:2017-09-25 Published:2017-09-25

摘要: 现代软件系统大多采用基于日志收集与分析的运维模式,帮助系统管理人员确保业务系统的安全性与稳定性.本文首先讨论了现有基于日志分析的运维方案.接下来,基于开源的ELK框架,设计了华东师范大学研究生院信息平台中的运维子系统.通过实时交互可视化的数据分析方式,有效地解决了研究生院业务人员在系统使用中遇到的性能与负载监控,用户行为分析以及服务异常调试等方面的问题.最后针对不同类型的业务运维场景,给出了基于交互式仪表盘的运维服务实现.

关键词: 运维, 日志, 数据分析

Abstract: Log collection and analysis based operation scheme is very important in the design of modern software systems, which helps system administrators to enhance data security and service stability. Firstly, this paper discusses the existing operation approaches based on log collection and analysis. Secondly, with the open source ELK framework, this paper gives a detailed design of the operation subsystem in graduate student information platform. The proposed design can effectively fulfill the practical requirements of the graduate school, like performance and workload monitoring, user behavior tracking and error tracing, by using the real-time interactive data analysis on system and application logs. Finally, this paper demonstrates the interactive dashboard implementation of our operation subsystem under different business scenarios.

Key words: operation and management, log analysis, data analysis

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