创新创业理论研究与实践 ›› 2022, Vol. 5 ›› Issue (19): 27-30.

• 教学革新 • 上一篇    下一篇

高职院校大数据平台运维实践教学研究与探索

夏吉安1, 林晓军2, 胡光永1, 余侠芸3, 刘向东1   

  1. 1.南京工业职业技术大学 计算机与软件学院,江苏南京 210023;
    2.浙江华为通信技术有限公司,浙江杭州 310051;
    3.深圳市商汤科技有限公司,广东深圳 518000
  • 出版日期:2022-10-10 发布日期:2023-02-10
  • 作者简介:夏吉安(1982-),男,江苏南京人,博士,副教授,研究方向:大数据、机器学习,Email: 2019101041@niit.edu.cn。
  • 基金资助:
    2021年江苏省教育科学研究院现代教育技术项目(2021-R-86816); 2021年江苏职业技术教育学会研究课题(XHYBLX2021049); 2020年高等职业教育研究重点项目(GJ20-03Z); 2020年中国高校产学研创新基金(2020HYB02005); 2020年度江苏省工业软件工程技术研究项目(ZK20-04-12)

Research and Exploration on Practical Teaching of Operation and Maintenance of Big Data Platform in Higher Vocational Colleges

XIA Ji’an1, LIN Xiaojun2, HU Guangyong1, YU Xiayun3, LIU Xiangdong1   

  1. 1. School of Computer and Software, Nanjing Vocational University of Industry Technology, Nanjing Jiangsu, 210023, China;
    2. Zhejiang Huawei Communication Technology Co., LTD, Hangzhou Zhejiang, 310051, China;
    3. Shenzhen Sensetime Technology Co. LTD, Shenzhen Guangdong, 518000, China
  • Online:2022-10-10 Published:2023-02-10

摘要: 该文针对高等职业院校大数据相关专业人才培养目标,结合当前大数据行业发展要求,开展大数据运维实践教学研究与探索。使用Hadoop和HBase搭建大数据平台,配置部署Prometheus框架和Pushgateway、Alertmanager、Node_Exporter等组件,进行大数据平台监控和预警。使用Grafana和Zabbix等控件进行数据可视化设计,完成大数据平台监控实时运维展示。通过对大数据运维实训实践教学的探索与研究,促进大数据专业职业教育实践教学改革,加强学生实践操作与动手能力的培养,提高高等职业院校技能型大数据人才的培养质量。

关键词: 高等职业教育, 大数据运维, 人才培养, 实践教学, 综合实训, 教学设计

Abstract: In view of the training objectives of big data related majors in higher vocational colleges, combined with the development requirements of the current big data industry, this paper carries out the research and design of big data operation and maintenance training teaching. Set up a big data platform using Hadoop and HBase, and deploy Prometheus framework, Pushgateway, Alertmanager, and Node_Exporter to monitor and provide early warning for the big data platform. Data visualization design was carried out through Grafana and Zabbix controls, and real-time operation and maintenance display of big data platform monitoring was completed. Through the exploration and research on the practical teaching of big data operation and maintenance, the reform of practical teaching of big data professional vocational education is promoted, the cultivation of students' practical operation and hands-on ability is strengthened, and the cultivation quality of skilled big data talents in higher vocational colleges is improved.

Key words: Higher vocational education, Big data operation and maintenance, Personnel training, Practice teaching, Comprehensive training, Teaching design

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