Title :
Modeling and analysis of a multi-level caching database system
Author :
El Zanfaly, Doaa S. ; Ammar, Reda A. ; Eldin, A. Sharaf
Author_Institution :
Info. Syst. Dept., Helwan Univ., Cairo, Egypt
Abstract :
Caching frequently asked queries is an effective way to improve the performance of both centralized and distributed databases. Intensive works have been done in this area to propose different query caching techniques and to evaluate the performance of these techniques. However, most of these works were confined to caching previous query results in a single-level caching architecture. Evaluations of these techniques were based on simulations. In this paper, we briefly discuss our innovative technique for caching both query results and execution plans in a multi-level caching architecture. Then we also present an analytical model to evaluate the performance of the proposed technique and compare it to the traditional query optimizer.
Keywords :
distributed databases; query languages; query processing; centralized database; distributed database; multi-level caching architecture; multi-level caching database system; query caching technique; query processing; single-level caching architecture; Analytical models; Computational modeling; Computer architecture; Computer science; Database systems; Distributed databases; File systems; Query processing; Analytical Models; Multi-Level Cache; Query Caching; Query Processing;
Conference_Titel :
Circuits and Systems, 2003 IEEE 46th Midwest Symposium on
Print_ISBN :
0-7803-8294-3
DOI :
10.1109/MWSCAS.2003.1562606