DocumentCode
123317
Title
Modeling ETL Process for Data Warehouse: An Exploratory Study
Author
Sharma, Shantanu ; Jain, R.
Author_Institution
IT Dept., Uttaranchal Univ., Dehradun, India
fYear
2014
fDate
8-9 Feb. 2014
Firstpage
271
Lastpage
276
Abstract
The data warehouse facilitates knowledge workers in decision making process. A good DW design can actually reduce the report processing time but, it requires substantial efforts in ETL design and implementation. In this paper, the authors have focused on the working of Extraction, Transformation and Loading. The focus has also been laid on the data quality problem which in result leads to falsification of analysis based on that data. The authors have also analyzed and compared various ETL modeling processes. So this study would be substantially fruitful for understanding various approaches of ETL modeling in data warehousing.
Keywords
data warehouses; decision making; DW design; ETL design; ETL process modeling; data quality problem; data warehouse; decision making process; extraction-transformation-loading process; knowledge workers; Data mining; Data models; Data warehouses; Load modeling; Loading; Object oriented modeling; Unified modeling language; Conceptual model; Extraction; Loading; Transformation; UML; mapping expression;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Computing & Communication Technologies (ACCT), 2014 Fourth International Conference on
Conference_Location
Rohtak
Type
conf
DOI
10.1109/ACCT.2014.100
Filename
6783463
Link To Document