一种经济开源大数据实验教学平台设计研究

Research of Experiment Teaching Platform Design of Economic Open Resource Big Data

随着云计算、大数据和物联网技术的迅速普及,各高校也顺应社会潮流,纷纷开设数据科学与大数据技术及人工智能等专业,并基于Hadoop和Spark等大数据处理软件,开设了新的大数据软件开发应用课程,这些软件的实训课程均需要学生在Linux系统上操作。为减少采购软件和硬件的费用,提出一种经济开源大数据实验教学平台方案,利用淘汰的老旧PC搭建硬件平台,基于开源软件组建远程虚拟机集群。

With the rapid popularization of cloud computing,big data and internet of things and the tendency of the development of the society,many colleges and universities have set up many specialties,such as data science and big data,and artificial intelligence,and courses of new big data software development and application based on big data processing software,such as Hadoop and Spark.The training courses of these software require the students to operate on Linux system.In order to reduce the expense of purchasing software and hardware,scheme of experiment teaching platform of economic open resource big data is proposed,in which software platform is set up through using obsolete and old PC,and cluster of remote virtual machines is set up based on open resource software.