| 大数据算法库教学实验平台设计与实现 |
| |
| 引用本文： | 赵亮,陈志奎. 大数据算法库教学实验平台设计与实现[J]. 实验技术与管理, 2020, 0(6): 197-201,206 |
| |
| 作者姓名： | 赵亮 陈志奎 |
| |
| 作者单位： | 大连理工大学软件学院 |
| |
| 基金项目： | 国家自然科学基金项目(61672123,61906030);大连理工大学教学改革基金重点项目(ZD2019011)。 |
| |
| 摘 要： | 为使学生能够亲身体验大数据研究及实践流程,并改进传统数据分析课程相对陈旧的实验内容,文章以该校大数据研究所的研究成果为基础,为学生构建了基于Hadoop的大数据算法库教学实验平台。该平台适用于数据高并发场景,能够适应复杂大数据处理及计算需求。并在平台基础上实现了土地大数据教学案例,通过友好的界面化操作,为学生提供了一套全生命周期的大数据处理解决方案。
|
| 关 键 词： | 算法库 大数据 HADOOP 实验平台 |
Design and realization of teaching and experimental platform for big data algorithm library |
| |
| ZHAO Liang,CHEN Zhikui. Design and realization of teaching and experimental platform for big data algorithm library[J]. Experimental Technology and Management, 2020, 0(6): 197-201,206 |
| |
| Authors: | ZHAO Liang CHEN Zhikui |
| |
| Affiliation: | (School of Software Technology,Dalian University of Technology,Dalian 116620,China) |
| |
| Abstract: | To enable students to experience big data research and practice processes and improve the relatively old experimental content of traditional data analysis courses,this paper constructs a teaching and experimental platform for Hadoop-based big data algorithm library for students based on the research content of the institute.The platform is suitable for data high-concurrency scenarios and can adapt to complex big data processing and computing requirements.Based on this platform,the realization of land big data teaching case can provide a whole life cycle big data processing solution through friendly interface operation to students. |
| |
| Keywords: | algorithm library big data Hadoop experimental platform |
| 本文献已被 CNKI 维普 等数据库收录！ |
|
