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FGCS
2007

Distributed data mining services leveraging WSRF

13 years 2 months ago
Distributed data mining services leveraging WSRF
The continuous increase of data volumes available from many sources raises new challenges for their effective understanding. Knowledge discovery in large data repositories involves processes and activities that are computational intensive, collaborative, and distributed in nature. The Grid is a profitable infrastructure that can be effectively exploited for handling distributed data mining and knowledge discovery. To achieve this goal, advanced software tools and services are needed to support the development of KDD applications. The Knowledge Grid is a high-level framework providing Grid-based knowledge discovery tools and services. Such services allow users to create and manage complex knowledge discovery applications that integrate data sources and data mining tools provided as distributed services on a Grid. All of these services are currently being re-designed and re-implemented as WSRF-compliant Grid Services. This paper highlights design aspects and implementation choices in...
Antonio Congiusta, Domenico Talia, Paolo Trunfio
Added 14 Dec 2010
Updated 14 Dec 2010
Type Journal
Year 2007
Where FGCS
Authors Antonio Congiusta, Domenico Talia, Paolo Trunfio
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