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Friedrich-Alexander-Universität Chair of Computer Science 6 CS6
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  1. Friedrich-Alexander-Universität
  2. Technische Fakultät
  3. Department Informatik
Friedrich-Alexander-Universität Chair of Computer Science 6 CS6
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    • Evolutionary Information Systems
      • Sprechaktbasiertes Fallmanagement
      • Open and Collaborative Query-Driven Analytics
      • Processing Heterogeneous Assets and Resources to discover Ontologies and Semantics
      • Schema Inference and Machine Learning
    • Data Quality
      • DQ-Step – Verbesserung der Datenqualität bei AREVA NP / Abteilung NEM-G
      • Data quality and innovative capability of medical products
    • Data Integration
      • DQ-Step – Verbesserung der Datenqualität bei AREVA NP / Abteilung NEM-G
      • Open and Collaborative Query-Driven Analytics
      • Processing Heterogeneous Assets and Resources to discover Ontologies and Semantics
      • Schema Inference and Machine Learning
    • Process Management
      • Sprechaktbasiertes Fallmanagement
    • Database Systems
      • REAPER: A Framework for Materializing and Reusing Deep-Learning Models
      • Data Stream Application Manager
      • Know Your Queries!
      • Assessment of Data Management Systems
      • Query Optimisation and Near-Data Processing on Reconfigurable SoCs for Big Data Analysis
      • Query Optimisation and Near-Data Processing on Reconfigurable SoCs for Big Data Analysis (Phase II)
      • Schema Inference and Machine Learning
      • Architecture of Non-Multiple Autoencoders for Non-Lossy Information Agglomeration (working title, preliminary)
    • Datastream Systems
      • Data Stream Application Manager
      • Cross-system Optimization of Data-stream Queries
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Chair of Computer Science 6

Data Management

In page navigation: Research
  • Finished Research Projects
  • Publications
  • Evolutionary Information Systems
  • Data Quality
  • Data Integration
  • Process Management
  • Database Systems
    • REAPER: A Framework for Materializing and Reusing Deep-Learning Models
    • Data Stream Application Manager
    • Know Your Queries!
    • Assessment of Data Management Systems
    • Query Optimisation and Near-Data Processing on Reconfigurable SoCs for Big Data Analysis
    • Query Optimisation and Near-Data Processing on Reconfigurable SoCs for Big Data Analysis (Phase II)
    • Schema Inference and Machine Learning
    • Architecture of Non-Multiple Autoencoders for Non-Lossy Information Agglomeration (working title, preliminary)
  • Datastream Systems
  • Data Management in the Digital Humanities
  • Modern Database Systems

Data Stream Application Manager

Data Stream Application Manager

(Own Funds)

Overall project:
Project leader: Klaus Meyer-Wegener
Project members: Thomas Niko Pollner, Sebastian Herbst, Michael Daum, Frank Lauterwald
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

  • Pollner TN., Steudtner CT., Meyer-Wegener K.:
    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
  • Pollner TN., Steudtner CT., Meyer-Wegener K.:
    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
  • Pollner TN., Steudtner CT., Meyer-Wegener K.:
    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
  • Lauterwald F., Daum M., Pollner TN., Meyer-Wegener K.:
    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
  • Lauterwald F., Pollner TN., Daum M., Meyer-Wegener K.:
    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

Chair of Computer Science 6 (Data Management)
Friedrich-Alexander-Universität Erlangen-Nürnberg

Martensstraße 3
91058 Erlangen
Germany
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