Data Stream Application Manager
Data Stream Application Manager
(Own Funds)
Overall project:
Project leader:
Project members: , , ,
Start date: 01/10/2008
End date: 30/09/2017
Acronym: DSAM
Funding source:
URL:
Abstract
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.
Publications
Placement-Safe Operator-Graph Changes in Distributed Heterogeneous Data Stream Systems
DSEP@BTW 2015 (Hamburg, 03/03/2015 - 03/03/2015)
In: Ritter N, Henrich A, Lehner W, Thor A, Friedrich S, Wingerath W (ed.): Datenbanksysteme für Business, Technologie und Web (BTW 2015) - Workshopband, Bonn: 2015
URL: http://www6.informatik.uni-erlangen.de/publications/public/2015/btw15_pollner.pdf
BibTeX: Download , , :
Operator Fission for Load Balancing in Distributed Heterogeneous Data Stream Processing Systems
DEBS 2015 (Oslo, 29/06/2015 - 03/07/2015)
In: DEBS '15 Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems, New York, NY, USA: 2015
DOI: 10.1145/2675743.2776769
BibTeX: Download , , :
Placement-Safe Operator-Graph Changes in Distributed Heterogeneous Data Stream Systems
In: Datenbank-Spektrum 15 (2015), p. 203-211
ISSN: 1618-2162
DOI: 10.1007/s13222-015-0196-z
BibTeX: Download , , :
Umgang mit semantischer Heterogenität bei der Integration stromverarbeitender Systeme - Wie erzeugt man die vom Benutzer gewünschten Ergebnisse?
In: Datenbank-Spektrum 12 (2012), p. 5-12
ISSN: 1618-2162
DOI: 10.1007/s13222-012-0085-7
BibTeX: Download , , , :
Demo: Data Stream Application Manager (DSAM)
DEBS 2012 (Berlin, 16/07/2012 - 20/07/2012)
In: Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems, New York, NY, USA: 2012
DOI: 10.1145/2335484.2335532
BibTeX: Download , , , :