Requirement-based data cube schema design
Proceedings of the eighth international conference on Information and knowledge management
A survey of logical models for OLAP databases
ACM SIGMOD Record
Constructing OLAP cubes based on queries
Proceedings of the 4th ACM international workshop on Data warehousing and OLAP
Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Totals
Data Mining and Knowledge Discovery
Conceptual multidimensional models
Multidimensional databases
Hierarchies in a multidimensional model: from conceptual modeling to logical representation
Data & Knowledge Engineering - Special issue: WIDM 2004
Why you should run TPC-DS: a workload analysis
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
BigBench: towards an industry standard benchmark for big data analytics
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
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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.