Near real-time data warehouse

List of Articles Near real-time data warehouse

Open Access Article
- Abstract Page
- Full-Text
1 - Using the Capabilities of XML and Materialized Views in Creating a Near Real-Time Data Warehouse
S. M. Shafaei S. M. Shafaei
20.1001.1.16823745.1396.15.1.10.9

A major challenge in the field of platforms and applications is how to display and combine the results of real-time and static partitions, as well as reduce the response time of on-line analytical processing queries in a near real-time data warehouse. So appropriate con More

A major challenge in the field of platforms and applications is how to display and combine the results of real-time and static partitions, as well as reduce the response time of on-line analytical processing queries in a near real-time data warehouse. So appropriate content in a near real-time data warehouse can be produced through a common interface for the results of queries. This article provides an architecture that includes an XML/XSLT interface approach to generate appropriate content and also creating materialized views in the client side. In this architecture, providing a model-based HTML output, distribution and composition of results, are presented. In addition, two parallel approaches for incorporating the results of real-time and static partitions of near real-time data warehouse architecture are proposed. In the proposed architecture, the fundamental role of XML and its related technologies, the production and maintenance of content in near real-time data warehouse is determined. The results show that response time of on-line analytical processing queries via materialized views in the server and client side is reduced. Introduced functions for selecting materialized views in the both of client and server sides improve the storage space. Manuscript profile
Open Access Article
- Abstract Page
- Full-Text
2 - A Near Real-Time Data Warehouse Architecture Based on Ontology
S. M. Shafaei S. M. Shafaei

Data warehouse does not provide external data that are required to dynamically build after design and create the data warehouse. Therefore, analysts conduct effective analysis to find a correlation between external data and data warehouse data, and in other cases requir More

Data warehouse does not provide external data that are required to dynamically build after design and create the data warehouse. Therefore, analysts conduct effective analysis to find a correlation between external data and data warehouse data, and in other cases requires a comparison both external data and data warehouse data together. The analyst forced to repeat some past repetitive situations. This includes creating terminology, measures and comparison. In this paper, for graduates of this problem, a real-time data warehouse architecture based on ontology is proposed. Furthermore, an algorithm to reduce the response time to users’ queries using materialized views and parallel processing is proposed. A case study to demonstrate how to create correlation between external data and data warehouse data is done and the results show the correlation between external data and data warehouse data is discovered. In experiments, using both direct and parent materialized views approaches in existing data warehouse architecture, reduce response time to users’ sequential, comparative and combination queries. Manuscript profile

Current Issue

Published Issues

Menu

Browse

List of Articles Near real-time data warehouse