| DSAM (Data Stream Application Manager) DSAM is a middleware
for managing global data-stream queries.
These queries are distributed to heterogeneous platforms
including self-contained data-stream management systems
and sensor networks.
The project's main goal is to automatically
distribute and deploy
a platform-independent model,
i.e. a global query,
to heterogeneous and distributed stream-processing components.
Queries are defined
in a declarative abstract query language.
They are partitioned
according to cost models
and topological constraints.
DSAM then generates queries
in the target systems' query language,
each implementing a partial query.
For sensor networks,
we additionally adopt source-code generation.
Further challenges are
monitoring,
efficient metadata management and
decentralized query management,
especially in the context of wireless sensor networks.
| Project manager:
Prof. i. R. Dr. Klaus Meyer-Wegener
Project participants:
Dr.-Ing. Niko Pollner, Dipl.-Inf. Sebastian Herbst
Start: 1.10.2008
| | Publications |
|---|
| Daum, Michael: Abstract Query Language: Global Queries in Heterogeneous and Distributed Stream Processing Systems. Erlangen : Friedrich-Alexander-Universität. 2009 (CS6-2009-1). - Internal report. 25 pages | | Daum, Michael: Deployment of Global Queries in Distributed and Heterogeneous Stream Processing Systems. In: Hinze, Annika ; Pietzuch, Peter (Ed.) : DEBS PhD Workshops (International Conference on Distributed Event-Based Systems Nashville, TN, USA July 6th-9th, 2009,). 2009, pp 1-5. | Daum, Michael ; Fischer, Martin ; Kiefer, Mario ; Meyer-Wegener, Klaus: Integration of Heterogeneous Sensor Nodes by Data Stream Management. In: N.N. (Ed.) : Proc. 10th Int. Conf. on Mobile Data Management (MDM'09 Taipei, Taiwan May 18-20, 2009). Los Alamitos, California - Washington - Tokyo : IEEE Computer Society Conference Publishing Services (CPS), 2009, pp 525-530. - ISBN 978-0-7695-3650-7
[doi>10.1109/MDM.2009.92] | | Dressler, Falko ; Kapitza, Rüdiger ; Daum, Michael ; Strübe, Moritz ; Schröder-Preikschat, Wolfgang ; German, Reinhard ; Meyer-Wegener, Klaus: Query Processing and System-Level Support for Runtime-Adaptive Sensor Networks. In: Geihs, Kurt ; David, Klaus (Ed.) : Proc. of 16. GI/ITG Fachtagung Kommunikation in Verteilten Systemen ((KiVS 2009) Kassel, Germany March 2009). 2009, pp 55-66. | Daum, Michael ; Lauterwald, Frank ; Fischer, Martin ; Kiefer, Mario ; Meyer-Wegener, Klaus: Integration of Heterogeneous Sensor Nodes by Data Stream Management. In: Hara, Takahiro ; Zadorozhny, Vladimir I. ; Buchmann, Erik (Ed.) : Wireless Sensor Networks Technologies for the Information Explosion Era. Berlin Heidelberg : Springer, 2010, (Studies in Computational Intelligence, No. 278), pp 139-172. - ISBN 978-3-642-13964-2. ISSN 1860-949X
[doi>10.1007/978-3-642-13965-9] | | Daum, Michael ; Lauterwald, Frank ; Baumgärtel, Philipp ; Meyer-Wegener, Klaus: Propagation of Densities of Streaming Data within Query Graphs. In: Gertz, Michael ; Ludäscher, Bertram (Ed.) : Scientific and Statistical Database Management: 22nd International Conference (SSDBM Heidelberg 30.06.-02.07.2010). 1st. Edition Heidelberg : Springer, 2010, pp 584-601. - ISBN 978-3-642-13817-1 | Pollner, Niko ; Daum, Michael ; Dressler, Falko ; Meyer-Wegener, Klaus: An Overlay Network for Integration of WSNs in Federated Stream-Processing Environments. In: IEEE (Ed.) : The 10th IFIP Annual Mediterranean Ad Hoc Networking Workshop (MedHocNet 2011 Favignana, Italien Juni 2011). 2011, pp 157-164.
[doi>10.1109/Med-Hoc-Net.2011.5970483] | Daum, Michael ; Lauterwald, Frank ; Baumgärtel, Philipp ; Pollner, Niko ; Meyer-Wegener, Klaus: Black-box Determination of Cost Models' Parameters for Federated Stream-Processing Systems. In: Bernardino, Jorge ; Cruz, Isabel ; Desai, Bipin C. (Ed.) : Proceedings of IDEAS'11 (IDEAS'11 Lissabon). 2011, pp 226-232. - ISBN 978-1-4503-0627-0
[doi>10.1145/2076623.2076654] | Daum, Michael ; Lauterwald, Frank ; Baumgärtel, Philipp ; Pollner, Niko ; Meyer-Wegener, Klaus: Efficient and Cost-aware Operator Placement in Heterogeneous Stream-Processing Environments. In: ACM (Ed.) : Proceedings of the 5th ACM International Conference on Distributed Event-Based Systems (DEBS 2011 New York, NY, USA Juli 2011). 2011, pp 393-394. - ISBN 978-1-4503-0423-8
[doi>10.1145/2002259.2002327] | | Pollner, Niko ; Meyer-Wegener, Klaus: Metadata and Query Management for Distributed Stream Processing in Heterogeneous Sensor Networks. In: ACM (Org.) : PhD Workshop, 5th ACM International Conference on Distributed Event-Based Systems (DEBS 2011 New York, NY, USA Juli 2011). 2011, pp -. | Lauterwald, Frank ; Pollner, Niko ; Daum, Michael ; Meyer-Wegener, Klaus: Demo: Data Stream Application Manager (DSAM). In: ACM (Ed.) : Proc. 6th ACM Int. Conf. on Distributed Event-Based Systems (DEBS Berlin 16.7.-20.7.2012). 2012, pp 381-382. - ISBN 978-1-4503-1315-5
[doi>10.1145/2335484.2335532] | Lauterwald, Frank ; Daum, Michael ; Pollner, Niko ; Meyer-Wegener, Klaus: Umgang mit semantischer Heterogenität bei der Integration stromverarbeitender Systeme - Wie erzeugt man die vom Benutzer gewünschten Ergebnisse? In: Datenbank-Spektrum 12 (2012), No. 1, pp 5-12
[doi>10.1007/s13222-012-0085-7] | | Pollner, Niko ; Steudtner, Christian ; Meyer-Wegener, Klaus: Placement-Safe Operator-Graph Changes in Distributed Heterogeneous Data Stream Systems. In: Ritter, Norbert ; Henrich, Andreas ; Lehner, Wolfgang ; Thor, Andreas ; Friedrich, Steffen ; Wingerath, Wolfgang (Ed.) : Datenbanksysteme für Business, Technologie und Web - Workshopband (BTW 2015 Hamburg 2. - 6. März 2015). Bonn : Gesellschaft für Informatik, 2015, pp 61-70. (Lecture Notes in Informatics (LNI) - Proceedings Vol. P-242) - ISBN 978-3-88579-636-7 | Pollner, Niko ; Steudtner, Christian ; Meyer-Wegener, Klaus: Operator Fission for Load Balancing in Distributed Heterogeneous Data Stream Processing Systems. In: ACM (Org.) : Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems (DEBS) (DEBS Oslo 29.06. - 03.07.2015). New York : ACM, 2015, pp 332-335. - ISBN 978-1-4503-0423-8
[doi>10.1145/2675743.2776769] | Pollner, Niko ; Steudtner, Christian ; Meyer-Wegener, Klaus: Placement-Safe Operator-Graph Changes in Distributed Heterogeneous Data Stream Systems. In: Datenbank-Spektrum 15 (2015), No. 3
[doi>10.1007/s13222-015-0196-z] |
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