Title :
Design of a dimensional database for materials data
Author :
Ramachandran, Suja ; Rajeswari, S. ; Murty, S. A. V. Satya ; Valsan, M. ; Dayal, R.K. ; Rao, R.V.S. ; Raj, Baldev
Author_Institution :
Indira Gandhi Centre for Atomic Res. (IGCAR), Kalpakkam, India
Abstract :
The Indian Material Database (IMDB) is a national project aiming to develop a database through compilation of materials property data available in different laboratories in India. Selecting the appropriate data modeling technique is crucial for the successful deployment of such a system. Dimensional modeling is a logical design technique that seeks to present the data in a standard, intuitive framework that allows for high-performance access. Dimensional modeling of data results in a `star schema´, where the data constitutes a central fact table surrounded by dimension tables. This paper discusses the model and architecture of the material database using a `snowflake schema´ which is a variation of `star schema´, where some of the dimensions are normalized into multiple related tables. The database contains a central fact table linked to multiple dimension tables, each of which corresponding to one of the following dimensions 1) the materials 2) the material properties which are studied 3) specifications of the experiments conducted on materials and 4) the source from which data is obtained.
Keywords :
data models; data warehouses; Indian material database; central fact table; data modeling technique; dimension tables; dimensional database design; dimensional modeling; logical design technique; materials property data; snowflake schema; Data models; Data warehouses; Databases; Material properties; Microstructure; Organizations; Data Warehouse; Dimensional Design; Material Database; Snowflake Schema;
Conference_Titel :
Trendz in Information Sciences & Computing (TISC), 2010
Conference_Location :
Chennai
Print_ISBN :
978-1-4244-9007-3
DOI :
10.1109/TISC.2010.5714598