Abstract
Heterogeneous, distributed multi-databases (data warehouses, grids) are growing day by day as businesses demand more economical and flexible solutions for their data storage and processing needs. One of the main issues obstructing the large scale deployment of distributed multi-databases is latencies involved in data retrieval. Such problems are usually solved with the help of persistent caches. The paper presents a semantic caching architecture which supports faster semantic matching in query processing. This paper enhances the existing architecture of semantic cache and provides the mapping of hierarchical indexing scheme over it with the help of case study in order to represent the working of architecture. This paper also provides experimental results of the query processing over updated architecture and provides the discussion over comparison of the extended architecture with the previously proposed architecture.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Ren, Q., Dunham, M.H.: Semantic Caching and Query Processing. Southern Methodist University, TR-98-CSE-04 (1998)
Ren, Q., Dunham, M.H.: Using Semantic Caching to Manage Location Dependent Data in Mobile Computing. ACM Press, New York (2000)
Bashir, M.F., Qadir, M.A.: Survey on Efficient Semantic Content Matching over Semantic Cache. In: The proceedings of 10th International IEEE Multitopic Conference INMIC 2006, IEEE Computer Society Press, Los Alamitos (2006)
Godfrey, P., Gryz, J.: Answering queries by semantic caches. In: Bench-Capon, T.J.M., Soda, G., Tjoa, A.M. (eds.) DEXA 1999. LNCS, vol. 1677, pp. 485–498. Springer, Heidelberg (1999)
Chidlovskii, B., Borghoff, B.M.: Semantic Caching of Web Queries. The proceedings of VLDB Journal 9(1), 2–17 (2000)
Ishikawa, Y., Kitagawa, H.: A Semantic Caching Method Based on Linear Constraints. In: Proceedings of International Symposium on Database Applications in Non-Traditional Environments, IEEE Computer Society Press, Los Alamitos (1999)
Lee, K.C.K., Leong, H.V., Si, A.: Semantic Query Caching in a Mobile Environment. ACM SIGMOBILE Mobile Computing and Communications 3(2) (1999)
Lee, D., Chu, W.W.: Semantic Caching via Query Matching for Web Sources. In: CIKM, ACM Press, New York (1999)
Ahmed, M.U., Zaheer, R.A., Qadir, M.A.: Intelligent Cache Management for Data Grid. In: Australasian Workshop on Grid Computing and e-Research (AusGrid 2005) (2005)
Bashir, M.F., Qadir, M.A.: HiSIS: 4-Level Hierarchical Semantic Indexing for Efficient Content Matching over Semantic Cache. In: The proceedings of 10th International IEEE Multitopic Conference INMIC 2006, IEEE Computer Society Press, Los Alamitos (2006)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Bashir, M.F., Zaheer, R.A., Shams, Z.M., Qadir, M.A. (2007). SCAM: Semantic Caching Architecture for Efficient Content Matching over Data Grid. In: Wegrzyn-Wolska, K.M., Szczepaniak, P.S. (eds) Advances in Intelligent Web Mastering. Advances in Soft Computing, vol 43. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-72575-6_7
Download citation
DOI: https://doi.org/10.1007/978-3-540-72575-6_7
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-72574-9
Online ISBN: 978-3-540-72575-6
eBook Packages: EngineeringEngineering (R0)