Title :
Ontology-Based Query Processing in a Large-Scale P2P Environment
Author :
King, Raddad Al ; Hameurlain, Abdelkader ; Morvan, Franck
Author_Institution :
IRIT Lab., Paul Sabatier Univ., Toulouse
Abstract :
Due to the characteristics of P2P systems, SQL query processing in these systems is more complex than traditional distributed DBMS. In this context, semantic and structural heterogeneity of local schemas prevent peers to exchange their data in a comprehensive way. Schema heterogeneity could lead to incorrect answers for the localization query. Furthermore, in the optimization phase, the lack of information and the obsolete statistics found in local catalogs make the execution plan suboptimal. In this paper, we propose a new approach to SQL query processing in P2P environments. The main features of proposed approach are: (i) Avoiding any centralized structures of the peers participating in the system, (ii) Integrating a Domain Ontology which ensures a comprehensive data exchange in Chord protocol that guarantees efficient locating of data sources, and (iii) Extending the localization phase to be able to obtain information needed in the optimization phase. This information is more reliable than the statistics found in the local catalogs. We describe our approach in detail with examples.
Keywords :
SQL; electronic data interchange; ontologies (artificial intelligence); peer-to-peer computing; query processing; P2P systems; SQL query processing; data exchange; distributed DBMS; domain ontology; Catalogs; Distributed databases; Large-scale systems; Ontologies; Protocols; Query processing; Scalability; Statistical distributions; Statistics; Telecommunication traffic; Domain Ontology; P2P; SQL Query Processing;
Conference_Titel :
Information and Communication Technologies: From Theory to Applications, 2008. ICTTA 2008. 3rd International Conference on
Conference_Location :
Damascus
Print_ISBN :
978-1-4244-1751-3
Electronic_ISBN :
978-1-4244-1752-0
DOI :
10.1109/ICTTA.2008.4530297