基于OpenStack云架构下Hadoop分布式集群部署实训教学过程研究
Research on the training and teaching process of Hadoop distributed cluster deployment based on OpenStack cloud architecture
周少珂 1王雷 1石磊磊 2李凯2
作者信息
- 1. 河南应用技术职业学院信息工程学院,郑州 450042
- 2. 河南数安教育科技研究院,郑州 450042
- 折叠
摘要
高职院校纷纷开设云计算技术和大数据技术专业,专业间既紧密联系又各有侧重,专业课程也有交叉,使学生在学习专业知识时存在一定误区和困惑.为解决教师教学实训过程中的瓶颈难点,深化学生对大数据和云计算技术的掌握程度,针对云计算技术中OpenStack项目和大数据技术中Hadoop项目进行融合部署,在OpenStack私有云成功配置的基础上,申请云中的资源创建云主机,进行Hadoop完全分布式集群部署和配置,使师生在该教学实训环节成功实现配置,进一步加深对大数据和云计算技术的理解,促进专业课程知识的深入学习.
Abstract
Vocational colleges are offering majors in cloud computing technology and big data technology,which are closely re-lated and have different focuses.Professional courses also intersect,causing students to have certain misunderstandings and confu-sion when learning professional knowledge.Given that this is to solve the bottleneck and difficulty in the teaching and training pro-cess of teachers,and deepen students'mastery of big data and cloud computing technology.We will integrate and deploy the Open-Stack project in cloud computing technology and the Hadoop project in big data technology.Based on the successful configuration of the OpenStack private cloud,we will apply for cloud resources to create a cloud host for Hadoop fully distributed cluster deploy-ment and configuration.This will enable teachers and students to successfully achieve configuration in this teaching and training phase,further providing a more intuitive understanding of big data and cloud computing technology,and promoting in-depth learn-ing of professional course knowledge.
关键词
大数据/Hadoop/OpenStack/云计算/教学Key words
big data/Hadoop/OpenStack/cloud computing/teaching引用本文复制引用
基金项目
河南省科技厅科技攻关项目(222102240010)
河南省教育厅教育科学、就业创业类研究项目(2020YB0499)
河南省大中专院校就业创业课题(JYB2023223)
河南应用技术职业学院青年骨干教师(2023-GGJS-X002)
河南省高等职业学校青年骨干教师培养计划(2020GZGG013)
出版年
2024
NETL
NSTL
维普
万方数据