portrait photo
  • Eric Peukert
  • peukert [at] informatik [dot] uni-leipzig [dot] de
  • +49 341 97 39 301

  • Data Science Zentrum  - Center for Scalable Data Analytics and Aritficial Intelligence (ScaDS.AI Dresden Leipzig), 
    Humboldstraße 25, 3. OG
    4105 Leipzig

About

  • Since 12/2014 Data Science Zentrum (Zentrum für skalierbare Datenanalyse und Künstliche Intelligenz ScaDS.AI Dresden/Leipzig), Management@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

Research Interests

  • (Temporal) Graph-based Data Integration & Matching
    • FAst Multi-source Entity Resolution system (FAMER)
  • Big Data Frameworks
  • Distributed Image Processing & Matching

Supervision of Thesis/ Lab-Projects

  • Finished

    • Bachelor Thesis: Tim Matzek, Distributed Sum-Formula Lookup-Service (joint supervision with Dr. Oliver Lechtenfeld and Kai Franze from UFZ)
    • Master Thesis: Kai Franze, Chemical Rules in Massspectrometry analysis workflows (joint supervision with Dr. Oliver Lechtenfeld from UFZ)
    • Master Thesis: Georges Alkhouri, Deep Learning for Deduplication
    • 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)
    • Bachelor Thesis: Katharina Thießen, Dedoop in KNIME
    • Bachelor Thesis: Christian Fuß, Graph-based Similarity Measure for Matching in Gradoop
    • Master Thesis: Christopher Rost, Image-based Deduplication
    • Bachelor Thesis: Marc Stöhr, Graph-Transformation in Gradoop

  • Lab-Projects

    • SHK, Florens Rohde, Machine Learning for FAMER
    • SHK, Volodymyr Moroz, Graph Analytics Workflows in the Gradoop Service
    • SHK, Anja Neumann, Visual Analytics of metabolic networks with the Gradoop Service
    • SHK, Simon Hüning, Command Line Interface for Dedoop (finished)
    • SHK, Falco Kirchner, Imputation with SLURM on HPC and Shared Nothing Architectures (Joint supervision with Holger Kirsten from IMISE)(finished)

  • Open Topics and Working Student Positions (see www.scads.de)

Teaching

Publications (25)

Dateien Cover Beschreibung Jahr
Large-Scale Entity Resolution
Rahm, E. ; Peukert, E.
Encyclopedia of Big Data Technologies (accepted for publication)
2018
Large-Scale Schema Matching
Rahm, E. ; Peukert, E.
Encyclopedia of Big Data Technologies (accepted for publication)
2018
Holistic Schema Matching
Rahm, E. ; Peukert, E.
Encyclopedia of Big Data Technologies (accepted for publication)
2018
Comparative Evaluation of Distributed Clustering Schemes for Multi-source Entity Resolution
Saeedi, A. ; Peukert, E. ; Rahm, E.
Proc. ADBIS, LNCS 10509, pp 278-293
2017 / 9
LEAP Data and Knowledge Integration Infrastructure
Peukert, E. ; Wartner, C.
Taking the LEAP, 1st Edition The Methods and Tools of the Linked Engineering and Manufacturing Platform (LEAP)
2016 / 6
Smart Link Infrastructure for Integrating and Analyzing Process Data
Peukert, E. ; Wartner, C. ; Rahm, E.
Proc. of 16. GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), 2015
2015 / 3
Integration of Text Mining Taxonomies
Pfeiffer, K. ; Peukert, E.
Knowledge Discovery, Knowledge Engineering and Knowledge Management
2015 / 1
Process-based Schema Matching: From Manual Design to Adaptive Process Construction
Peukert, E.
Universität Leipzig
2013 / 11
Mapping Text Mining Taxonomies
Pfeifer, K. ; Peukert, E.
KDIR 2013
2013 / 9
A Self-Configuring Schema Matching System
Peukert, E. ; Eberius, J. ; Rahm, E.
Proc. 28th Intl. Conference on Data Engineering (ICDE), 2012
2012 / 4