Fachbereich Informatik an der RPTU in Kaiserslautern

Prof. Dr. Wolfgang Lehner

(TU Dresden)

"Maintaining Sample Synopsis of Evolving Datasets"

Random sampling is an appealing approach to build synopses of large data sets because random samples can be used for a broad spectrum of analytical tasks. Current research mainly considers the database static; in this setting, a sample created once remains valid for its entire lifetime. In many applications, however, such a static view is infeasible because it does not take into account the dynamic nature of the underlying data. In this talk, I will briefly summarize recent research on the problem of maintaining a random sample of an evolving dataset. As an example for the challenges of sample maintenance and the techniques required to solve them, I will discuss the problem of maintaining a random sample from a sliding window a data stream defined over a recent time interval.

Zeit: Montag, 10.12.2007, 17.15 Uhr
Ort: Gebäude 48, Raum 210