Mobility Extensions for Knowledge Discovery Workflows in Data Mining Grids

Authors:
Karin Anna Hummel;Georg Bohs;Peter Brezany;Ivan Janciak
Affiliations:
University of Vienna, Austria;University of Vienna, Austria;University of Vienna, Austria;University of Vienna, Austria
Venue:
DEXA '06 Proceedings of the 17th International Conference on Database and Expert Systems Applications
Year:
2006

Citing 0
Cited 4

On using provenance data to increase the reliability of ubiquitous computing environments

Proceedings of the 10th International Conference on Information Integration and Web-based Applications & Services
SuMMIT - A framework for coordinating applications execution in mobile grid environments

GRID '07 Proceedings of the 8th IEEE/ACM International Conference on Grid Computing
Introducing mobile devices into Grid systems: a survey

International Journal of Web and Grid Services
An adaptive fault tolerance approach to enhance the execution of applications on multi-cluster grid configurations from mobile grid interfaces in wireless networks

International Journal of High Performance Systems Architecture

Quantified Score

Hi-index	0.00

Visualization

Abstract

In scientific and other domains, knowledge discovery has started to be widely supported by service oriented Data Mining Grids. When access to such services is required anytime at anyplace, the integration of mobile devices and wireless networks into Grids is useful. However, mobile technologies exhibit limited capabilities and movement further causes frequent changes of context, like location and, thus, network connectivity. In this paper, the integration of mobile devices as ubiquitous knowledge discovery clients is proposed. The major service classes in knowledge discovery workflow management are addressed, that are, the monitoring and controlling of executing services. The feasibility of the approach is demonstrated by means of a .NET-based prototypical implementation on PDAs for the knowledge discovery framework GridMiner.