Abstract
The organization and discovery of grid resources are foundational and key subjects in grid research. Many research works in this field have presented the solutions to the problem, but few of them are focused on knowledge resources. This paper aims to explore how to support user’s knowledge requests submitted in form of multi-keywords. We present a decentralized resource discovery method based on keyword combinations and node clusters. In the method, hot keyword combinations are formed based on user’s knowledge requests. Then, grid nodes can be clustered according to these keyword combinations and user’s knowledge requests will be transmitted to those clusters that have high correlations with the requests.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Zhuge, H.: A Knowledge Grid Model and Platform for Global Knowledge Sharing. Expert Systems with Applications 22(4), 313–320 (2002)
Zhuge, H., Yao, E., Xing, Y., Liu, J.: Extended Resource Space Model. Future Generation Computer Systems 21(1), 189–198 (2005)
Krauter, K., Buyya, R., Maheswatan, M.: A Taxonomy and Survey of Grid Resource Management Systems for Distributed Computing. International Journal of Software: Practice and Experience 32(2), 135–164 (2002)
Lv, Q., Cao, P., Cohen, E., Li, K., Shenker, S.: Search and Replication in Unstructured Peer-to-Peer Networks. In: Proceedings of the 16th International Conference on Supercomputing, pp. 84–95. ACM Press, New York (2002)
Ratnasamy, S., Francis, P., Handley, M.: A Scalable Content-Addressable Network. In: Proceedings of the ACM SIGCOMM, pp. 161–172. ACM Press, New York (2001)
Rowstron, A., Druschel, P.: Pastry: Scalable, Distributed Object Location and Routing for Large-Scale Peer-to-Peer Systems. In: Proceedings of the 18th IFIP/ACM International Conference on Distributed Systems Platforms (Middleware), Heidelberg, Germany, pp. 329-350 (2001)
Schlosser, M., Sintek, M., Decker, S., Nejdl, W.: A Scalable and Ontology-Based P2P Infrastructure for Semantic Web Services. In: Proceedings of the Second IEEE International Conference on Agents and Peer-to-Peer Computing, Linköping, Sweden, pp. 104–111. IEEE Computer Society Press, Los Alamitos (2002)
Chander, A., Dawson, S., Lincoln, P., Stringer-Calvert, D.: NEVRLATE: Scalable Resource Discovery. In: Proceedings of the Second IEEE/ACM International Symposium on Cluster Computing and the Grid, Peer-to-Peer Computing, Berlin, pp. 382–388. IEEE Computer Society Press, Los Alamitos (2002)
Zhu, C., Zhang, W.M., Liu, Z., Xu, Z.N.: A Grid Resource Discovery Scheme Based on Resource Classification (In Chinese). Journal of Computer Research and Development 41(12), 2157–2163 (2004)
Iamnitchi, A.: Resource Discovery in Large Resource-Sharing Environments. [PHD Dissertation]. Chicago: University of Chicago (2003)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer Berlin Heidelberg
About this paper
Cite this paper
Li, H., Liu, L. (2007). A Decentralized Resource Discovery Based on Keywords Combinations and Node Clusters in Knowledge Grid. In: Huang, DS., Heutte, L., Loog, M. (eds) Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues. ICIC 2007. Lecture Notes in Computer Science, vol 4681. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74171-8_73
Download citation
DOI: https://doi.org/10.1007/978-3-540-74171-8_73
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-74170-1
Online ISBN: 978-3-540-74171-8
eBook Packages: Computer ScienceComputer Science (R0)