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Hose, Katja; Klan, Daniel; Sattler, Kai-Uwe
Distributed data summaries for approximate query processing in PDMS. - In: 10th International Database Engineering and Applications Symposium, 2006, ISBN 978-0-7695-2577-8, (2006), S. 37-44

http://dx.doi.org/10.1109/IDEAS.2006.17
Krause, Christine;
Die Analogrechentechnik unter besonderer Berücksichtigung der Entwicklung von Analogrechnern in Thüringen und Sachsen. - In: 12. Internationales Treffen der Rechenschiebersammler und 3. Symposium zur Entwicklung der Rechentechnik, (2006), S. 121-133

Hinneburg, Alexander; Habich, Dirk; Karnstedt, Marcel
Analyzing data streams by Online DFT. - In: Proceedings of the 4th International Workshop on Knowledge Discovery from Data Streams, (2006), S. 67-76

Hose, Katja; Lemke, Christian; Sattler, Kai-Uwe
Processing relaxed skylines in PDMS using distributed data summaries. - In: Proceedings of the 15th ACM international conference on Information and knowledge management, (2006), S. 425-434

http://doi.acm.org/10.1145/1183614.1183676
Franke, Conny; Karnstedt, Marcel; Karnstedt, Marcel *1977-*; Sattler, Kai-Uwe;
Mining data streams under dynamicly changing resource constraints. - In: LWA 2006, (2006), S. 262-269, insges. 8 S.
. - Hildesheim. - 8 p. = 449 KB : Universität Hildesheim, Institut für Informatik, Rezension: 2006

Due to the inherent characteristics of data streams, appropriate mining techniques heavily rely on window-based processing and/or (approximating) data summaries. Because resources such as memory and CPU time for maintaining such summaries are usually limited, the quality of the mining results is affected in different ways. Based on Frequent Itemset Mining and an according Change Detection as selected mining techniques, we discuss in this paper extensions of stream mining algorithms allowing to determine the output quality for changes in the available resources (mainly memory space). Furthermore, we give directions how to estimate resource consumptions based on user-specified quality requirements.



http://opus.bsz-bw.de/ubhi/volltexte/2011/28/
Hose, Katja; Job, Andreas; Karnstedt, Marcel; Sattler, Kai-Uwe
An extensible, distributed simulation environment for peer data management systems. - In: Advances in Database Technology -- EDBT 2006, (2006), S. 1198-1202

http://dx.doi.org/10.1007/11687238_91
Karnstedt, Marcel; Sattler, Kai-Uwe; Hauswirth, Manfred; Schmidt, Roman
Similarity queries on structured data in structured overlays. - In: 22nd International Conference on Data Engineering workshops, 2006, ISBN 978-0-7695-2571-6, (2006), 32, insges. 6 S.
Publ. entstand im Rahmen der Veranst.: Second IEEE International Workshop on Networking Meets Databases (NetDB2006), held in cooperation with ICDE 2006

http://dx.doi.org/10.1109/ICDEW.2006.137
Karnstedt, Marcel; Sattler, Kai-Uwe; Hauswirth, Manfred; Schmidt, Roman
Cost-aware processing of similarity queries in structured overlays. - In: Sixth IEEE International Conference on Peer-to-Peer Computing, 2006, P2P 2006, (2006), S. 81-89

http://dx.doi.org/10.1109/P2P.2006.12
Grust, Torsten; Höpfner, Hagen; Illarramendi, Arantza; Jablonski, Stefan; Mesiti, Marco; Müller, Sascha; P&bovko;atrânjan, Paula-Lavinia; Sattler, Kai-Uwe; Spiliopoulou, Myra; Wijsen, Jef
Current trends in database technology - EDBT 2006 : EDBT 2006 Workshops PhD, DataX, IIDB, IIHA, ICSNW, QLQP, PIM, PaRMa, and Reactivity on the Web, Munich, Germany, March 26-31, 2006 ; revised selected papers. - Berlin : Springer, 2006. - XXXI, 932 S.. - (Lecture notes in computer science ; 4254) ISBN 3-540-46788-2
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