Towards an open service architecture for data mining on the grid
- 24 January 2004
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
Abstract
Across a wide variety of fields, huge datasets are being collected and accumulated at a dramatical pace. The datasets addressed by individual applications are very often heterogeneous and geographically distributed, and are used for collaboration by the communities of users, which are often large and also geographically distributed. There are major challenges involved in the efficient and reliable storage, fast processing, and extracting descriptive and predictive knowledge from this great mass of data. In this paper, we describe design principles and a service based software architecture of a novel infrastructure for distributed and high-performance data mining in Grid environments. Author(s) Brezany, P. Inst. for Software Sci., Vienna Univ., Austria Hofer, J. ; Wohrer, A. ; A Min TjoaKeywords
This publication has 2 references indexed in Scilit:
- Distributed data mining on the gridFuture Generation Computer Systems, 2002
- The Anatomy of the Grid: Enabling Scalable Virtual OrganizationsThe International Journal of High Performance Computing Applications, 2001