高性能计算在新高考志愿填报推荐系统中的应用研究

Research on the Application of High Performance Computing in the New College Entrance Examination Volunteer Application Recommendation System

高考作为我国的第一大考试,一直备受人们关注。针对当前高考志愿填报时出现的高分低就现象,文章提出一种基于高性能计算的新高考志愿填报推荐系统。首先,对我国的高考志愿填报相关研究进行了梳理;其次,提出了高考志愿填报推荐系统的整体技术架构,该架构充分考虑了系统后期的高扩展性和高性能;再次,结合高考的具体业务,描述了系统的总体功能;最后,对系统中用到的高性能计算框架和技术进行了详细描述,包括Hadoop分布式文件系统(Hadoop Distributed File System,HDFS)和HBase混合存储系统。运行结果表明,通过使用这些高性能计算框架,系统运行效率有明显提升。

The college entrance examination,as the largest exam in China,has always attracted people’s attention.In response to the phenomenon of high scores and low scores in current college entrance examination volunteer filling,this article proposes a new college entrance examination volunteer filling recommendation system based on high-performance computing.Firstly,a review of relevant research on China’s college entrance examination volunteer application has been conducted;Secondly,the overall technical architecture of the college entrance examination volunteer application recommendation system is proposed,which fully considers the high scalability and performance of the system in the later stage;Then,based on the specific business of the college entrance examination,the overall functions of the system were described;Finally,a detailed description was given of the high-performance computing frameworks and technologies used in this system,including Hadoop Distributed File System(HDFS),HBase hybrid storage system The system operation shows that by using these highperformance computing frameworks,its operational efficiency has been significantly improved.