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Dr. Eric Peukert

Eric Peukert


ScaDS

About

  • Since 12/2014 Big Data Competence Center (ScaDS Dresden/Leipzig), Management of Service Center@Universität Leipzig (www.scads.de)
  • 2011 – 2014 Researcher at SAP SE
  • 2007 – 2011 Research Associate at SAP Research CEC Dresden, SAP AG

  • Graduation: Dr. rer. nat., Universität Leipzig, November 2013

  • Diploma in Computer Science and Media, Technische Universität Dresden, July 2007

Contact

  • +49 341 97 39 524
  • peukert [at] informatik.uni-leipzig.de
  • Big Data Kompetenzzentrum (ScaDS Dresden Leipzig),
  • Ritterstraße 9-13, 2.OG
  • 04109 Leipzig

Research Interests

  • Graph-based Data Integration & Matching
  • Big Data Frameworks
    • Distributed Computation Frameworks (Flink, Spark, etc.)
    • Distributed Storage Systems (Accumulo, MongoDB, etc.)
    • Geotempoal Data Management (Geomesa, Geowave etc.)
    • (new )Time-Series-Data Management
  • Distributed Image Processing & Matching
  • Graph-based Analytics in Computer Security (->EXPLOIDS)

Supervision of Thesis/ Lab-Projects

  • Running:
    • Master Thesis, Oliver Swoboda, Serverseitige Aggregation von Zeitreihendaten in verteilten NoSQL-Datenbanken. (Joint supervision with Matthias Kricke, MGM technology partners)
    • Master Thesis: Katharina Hößel, Reduce in Mango CouchDB
    • Master Thesis: Markus Wagner, Evaluation und Vergleich von SQL-on-Hadoop Lösungen
    • Master Thesis: Georges Alkhouri, Deep Learning for Deduplication
    • Bachelor Thesis: Katharina Thießen, Dedoop in KNIME (starting in April)
  • Finished

    • Master Thesis, Marcel Jacob, Effiziente Haltung und Abfrage geotemporaler Daten im Apache Hadoop-Ökosystem (Joint supervision with Martin Grimmer from MGM technology partners)
    • Kevin Förster, Eignung von Workflow-Management-Tools für BigData- Aufgabenstellungen (co-supervised with Lars-Peter Meyer)
    • Master Thesis , Wolfgang Amman, Vergleich und Evaluation von RDF-on-Hadoop Lösungen
    • Master Thesis, Kevin Jacob, Verwaltung und Verarbeitung von Massenspektrometerdaten (joint supervision with Dr. Anika Groß from DBS-Group and Dr. Oliver Lechtenfeld, Julia Raeke from UFZ)
    • Master Thesis, Florian Pretsch, Entwicklung von Techniken zur Datenintegration und Datenqualitätsverbesserung für die Graph-Processing-Platform GRADOOP (Joint supervision with Prof. Thor from HFTL)
  • Lab-Projects

    • SHK, Simon Hüning, Command Line Interface for Dedoop
    • SHK, Falco Kirchner, Imputation with SLURM on HPC and Shared Nothing Architectures (Joint supervision with Holger Kirsten from IMISE)
    • Supporting Big Data Praktikum
  • Open Topics and Working Student Positions (see www.scads.de)

Publications



Google Scholar
publication iconPeukert, E; Wartner, C
LEAP Data and Knowledge Integration Infrastructure
Taking the LEAP, 1st Edition The Methods and Tools of the Linked Engineering and Manufacturing Platform (LEAP)
2016-06-17
PDF

Google Scholar
Peukert, Eric; Wartner, Christian; Rahm, Erhard
Smart Link Infrastructure for Integrating and Analyzing Process Data
Proc. of 16. GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), 2015
2015-03

further information
Google Scholar
publication iconPfeiffer, Katja.; Peukert, Eric
Integration of Text Mining Taxonomies
Knowledge Discovery, Knowledge Engineering and Knowledge Management
2015-01-01
PDF

Google Scholar
publication iconPeukert, Eric
Process-based Schema Matching: From Manual Design to Adaptive Process Construction
Universität Leipzig
2013-11-29


Google Scholar
publication iconPfeifer, Katja; Peukert, Eric
Mapping Text Mining Taxonomies
KDIR 2013
2013-09-19
PDF

Google Scholar
Peukert, E.; Eberius, J.; Rahm, E.
A Self-Configuring Schema Matching System
Proc. 28th Intl. Conference on Data Engineering (ICDE), 2012
2012-04
PDF

Google Scholar
Peukert, Eric; Eberius, Julian, Rahm, Erhard
Rule-based Construction of Matching Processes
Proc. CIKM (Poster), pp 2421-2424
2011-10
PDF

Google Scholar
Peukert, E.; Eberius, J.; Rahm, E.
AMC – A Framework for Modelling and Comparing Matching Systems as Matching Processes
Proc. Int. Conf. on Data Engineering (Demo paper), 2011
2011-04
PDF
further information
Google Scholar
publication iconPeukert, Eric; Rahm, Erhard
Restricting the Overlap of Top-N Sets in Schema Matching
Proc. EDBT workhop on New Trends in Similarity Search (NTSS 2011)
2011-03
PDF

Google Scholar
publication iconPeukert, E; Massmann, Sabine; König, Kathleen
Comparing Similarity Combination Methods for Schema Matching
GI-Workshop - Informationsintegration in Service-Architekturen
2010-09-30
PDF
further information
Google Scholar
Peukert, Eric; Berthold, Henrike; Rahm, Erhard
Rewrite Techniques for Performance Optimization of Schema Matching Processes
13th International Conference on Extending Database Technology, EDBT 2010
2010-03