Taming the Streams
Event details
| Date | 25.06.2010 |
| Hour | 11:15 |
| Speaker | Prof. Themis Palpanas, University of Trento |
| Location | |
| Category | Conferences - Seminars |
In the last few years, we have been witnessing an evergrowing need
for continuous observation and monitoring applications. This need
is driven by recent technological advances that have made
streaming applications possible, and by the fact that analysts in
various domains have realized the value that such applications can
provide.
In this presentation, we describe a general framework for enabling
complex applications over data streams. This framework is based on
efficiently computing an approximation of multi-dimensional
distributions of streaming data, and is amenable to distributed
operation, thus, making better use of the available resources. We
demonstrate the use of the proposed framework for the diverse
problems of deviation detection, and detection and tracking of
homogeneous regions.
Finally, we briefly discuss future research directions in this
general area. Prof. Palpanas' homepage
Practical information
- General public
- Free