A Multidimensional Data Model for TPC-DS Benchmarking

摘要：

　　To evaluate the performance of OLAP engines,adapted benchmarks have been developed in the industry.In this paper,we propose a multidimensional model with cube structure for data analytic system benchmarking based on TPC-DS.A number of analytic operations corresponding with SQL templates are given with MDX forms.Finally,we demonstrate the effectiveness of proposed model on big data stores by experiments of SQL and MDX queries on relational DBMSs and NoSQL databases.

关键词： Big Data Multidimensional Modeling TPC-DS Benchmarking

作者: Dan CHEN Xiaojun YE Jianmin WANG

作者单位: School of Software Tsinghua University Beijing 100084,China

会议类型: 国际会议

会议名称: 第五届亚太网构软件研讨会

会议地点: 长沙

会议语种:英文

页码: 139-142

在线出版日期: 2013-10-23（万方平台首次上网日期，不代表论文的发表时间）