Title
Document-Oriented Data Warehouses: Complex Hierarchies and Summarizability.
Abstract
There is an increasing interest in implementing data warehouses with NoSQL document-oriented systems. In the ideal case, data can be analysed on different dimensions. These dimensions follow strict hierarchies that we can use to roll-up and drill-down on analysis axes. In this paper, we deal with non-strict and non-covering hierarchies, common issues in data warehousing a.k.a. summarizability issues. We show how to model these hierarchies in document-oriented systems and we propose an algorithm that can deal with summarizability issues. The new approach is tested and compared to existing approaches.
Year
DOI
Venue
2016
10.1007/978-981-10-1627-1_53
ADVANCES IN UBIQUITOUS NETWORKING 2
Keywords
DocType
Volume
Data warehouses,Document oriented systems,NoSQL,Summarizability
Conference
397
ISSN
Citations 
PageRank 
1876-1100
0
0.34
References 
Authors
14
5
Name
Order
Citations
PageRank
Max Chevalier19421.63
Mohammed El Malki200.34
Arlind Kopliku3649.45
Olivier Teste432660.56
Ronan Tournier500.34