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Integrating Star and Snowflake Schemas in Data Warehouses

International Journal of Data Warehousing and Mining, 2012
A fundamental issue encountered by the research community of data warehouses (DWs) is the modeling of data. In this paper, a new design is proposed, named the starnest schema, for the logical modeling of DWs. Using nested methodology, data semantics can be explicitly represented.
Georgia Garani, Sven Helmer
openaire   +1 more source

Columnar NoSQL Star Schema Benchmark

2014
Benchmarking data warehouses is a means to evaluate the performance of systems and the impacts of different technical choices. Developed on relational models which have been for a few years the most used to support classical data warehousing applications such as Star Schema Benchmark (SSB).
Dehdouh, Khaled   +2 more
openaire   +2 more sources

Building a star join schema using SQL Server

Proceedings. Eleventh International Conference on Scientific and Statistical Database Management, 2003
We construct a star join schema and show how this schema can be created using the basic tools delivered with SQL Server 7.0. The major objectives are to keep the operational database unchanged so that data loading can be done without disturbing the business logic of the operational database.
J.O. Sorensen, K. Alnor
openaire   +1 more source

Mining multi-relational high utility itemsets from star schemas

Intelligent Data Analysis, 2018
Mining high utility itemsets is an interesting research problem in data mining and knowledge discovery. Most high utility itemset discovery algorithms seek patterns in a single table, but few are dedicated to processing data stored using a multi-dimensional model.
Song, Wei, Jiang, Beisi, Qiao, Yangyang
openaire   +1 more source

Efficient execution of joins in a star schema

Proceedings of the 2002 ACM SIGMOD international conference on Management of data, 2002
A star schema is very popular for modeling data warehouses and data marts. Therefore, it is important that a database system which is used for implementing such a data warehouse or data mart is able to efficiently handle operations on such a schema. In this paper we will describe how one of these operations, the join operation --- probably the most ...
openaire   +1 more source

Towards the Integration of Constrained Mining with Star Schemas

2013 IEEE 13th International Conference on Data Mining Workshops, 2013
A growing challenge in data mining is the ability to deal with complex, voluminous and dynamic data. In many real world applications, complex data is organized in multiple inter-related database tables, which makes their analysis as a whole more difficult and challenging.
Andreia Silva, Claudia Antunes
openaire   +1 more source

Implementasi Star Schema Dalam Perancangan Datawarehouse Akademik Perguruan Tinggi

Cakrawala Repositori IMWI, 2021
Data akademik merupakan data yang penting bagi perguruan tinggi. Data ini menjadi rekam jejak aktifitas KBM di perguruan tinggi, yang menjelaskan kegiatan yang berawal dari penerimaan mahasiswa, proses pembelajaran, evaluasi, hingga kelulusan mahasiswa.
openaire   +1 more source

The translation of star schema into entity-relationship diagrams

Database and Expert Systems Applications. 8th International Conference, DEXA '97. Proceedings, 2002
The star schema is widely accepted as an appropriate underlying table structure for data warehouses, but enterprise data is frequently defined in terms of entity-relationship diagrams. A key issue for data warehouse designers is how to move from legacy OLTP designs into the star schema.
M. Krippendorf, null Il-Yeol Song
openaire   +1 more source

Simple Star Schemas

2021
David Taniar, Wenny Rahayu
openaire   +1 more source

The Star Schema Benchmark and Augmented Fact Table Indexing

2009
We provide a benchmark measuring star schema queries retrieving data from a fact table with Where clause column restrictions on dimension tables. Clustering is crucial to performance with modern disk technology, since retrievals with filter factors down to 0.0005 are now performed most efficiently by sequential table search rather than by indexed ...
Patrick O’Neil   +3 more
openaire   +1 more source

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