Title :
Grid-based knowledge discovery services for high throughput informatics
Author :
Ghanem, M. ; Guo, Y. ; Rowe, A. ; Wendel, P.
Author_Institution :
Imperial Coll. of Sci., Technol. & Med., London, UK
Abstract :
Discovery Net is an application layer for providing grid-based knowledge discovery services. These services allow scientists to create and manage complex knowledge discovery workflows that integrate data and analysis routines provided as remote services. They also allow scientists to store, share and execute these workflows as well as publish them as new services. Discovery Net provides a higher level of abstraction of the Grid for knowledge discovery activities, thus separating the end-users from resource management issues already handled by existing and emerging standards.
Keywords :
client-server systems; data mining; resource allocation; workflow management software; Discovery Net; application layer; high throughput; knowledge discovery; middleware; remote services; resource management; workflows; Biomedical informatics; Computer architecture; Data analysis; Data mining; Educational institutions; Knowledge management; Prototypes; Remote sensing; Resource management; Throughput;
Conference_Titel :
High Performance Distributed Computing, 2002. HPDC-11 2002. Proceedings. 11th IEEE International Symposium on
Print_ISBN :
0-7695-1686-6
DOI :
10.1109/HPDC.2002.1029946