Title :
The hybrid integration system Towards a new approach for creating candidate views for materialization
Author :
Anter, Samir ; Zellou, Ahmed ; Idri, Ali
Author_Institution :
ENSIAS, Rabat, Morocco
Abstract :
The vulgarization of information technologies and telecommunications has generated an enormous amount of information. This information is generally heterogeneous, stored in autonomous and distributed sources. Thus, it becomes necessary to introduce the information integration systems. These systems must ensure an optimal query response time, and the freshness of data. Using a virtual approach cannot answer these questions. On the one hand, the query response time is very important. Indeed, the mediator must access, every time, to the sources for load the relevant information. On the other hand, the sources are not always available. The establishment of a hybrid integration system, where a portion of information is materialized in the mediator and the other portion remains in the sources and are extracted at query time, is an effective solution to these problem, provided that the materialized part has carefully chosen. Based on the distribution of user queries, we present in this paper an approach to select the information most requested by users and organize it as candidate views for materialization in the mediator.
Keywords :
information systems; query processing; data freshness; hybrid integration system; information integration system; information materialization; information selection; information technology; query response time; telecommunication; user query distribution; Clustering algorithms; Computer science; Databases; Educational institutions; Information technology; Switches; Time factors; hybrid information integration; k-schema; materialization; views creation;
Conference_Titel :
Computer Science and Information Technology (CSIT), 2013 5th International Conference on
Conference_Location :
Amman
DOI :
10.1109/CSIT.2013.6588780