Contact

• E-Mail:

Research

• Entity Resolution with MapReduce
• PhD defense

Publications

Lange, Lucas; Degenkolb, Borislav; Rahm, Erhard Privacy-Preserving Stress Detection Using Smartwatch Health Data 4. Interdisciplinary Privacy & Security at Large Workshop, INFORMATIK 2023 2023-09

Sehili, Z.; Kolb, L.; Borgs, C.; Schnell, R.; Rahm, E. Privacy Preserving Record Linkage with PPJoin Proc. of 16. GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), 2015 2015-03

Kolb, L. Effiziente MapReduce-Parallelisierung von Entity Resolution-Workflows Dissertation, Universität Leipzig 2014-09

Kolb, L.; Sehili, Z.; Rahm, E. Iterative Computation of Connected Graph Components with MapReduce Datenbank-Spektrum 14 (2), 2014 2014-07

Hartung, M.; Kolb, L.; Groß, A.; Rahm, E. Optimizing Similarity Computations for Ontology Matching - Experiences from GOMMA Proc. 9th Intl. Conference on Data Integration in the Life Sciences (DILS), 2013 2013-07

Kolb, L.; Thor, A.; Rahm, E. Don't Match Twice: Redundancy-free Similarity Computation with MapReduce Proc. 2nd Intl. Workshop on Data Analytics in the Cloud (DanaC), 2013 2013-06

Ngonga Ngomo A.-C.; Kolb, L.; Heino, N.; Hartung, M.; Auer, S.; Rahm, E. When to Reach for the Cloud: Using Parallel Hardware for Link Discovery Proc. 10th Intl. Extended Semantic Web Conference (ESWC), 2013 2013-05

Kolb, L.; Rahm, E. Parallel Entity Resolution with Dedoop Datenbank-Spektrum 13 (1), 2013 2013-02-23

Kolb, L.; Thor, A.; Rahm, E. Dedoop: Efficient Deduplication with Hadoop Proc. 38th Intl. Conference on Very Large Databases (VLDB) / Proc. of the VLDB Endowment 5(12), 2012 2012-08

Kolb, L.; Thor, A.; Rahm, E. Load Balancing for MapReduce-based Entity Resolution Proc. 28th Intl. Conference on Data Engineering (ICDE), 2012 2012-04

Kolb, L.; Thor, A.; Rahm, E. Multi-pass Sorted Neighborhood Blocking with MapReduce Computer Science - Research and Development 27(1), 2012 2012-02

Kolb, L.; Köpcke, H.; Thor, A.; Rahm, E. Learning-based Entity Resolution with MapReduce Proc. 3rd Intl. Workshop on Cloud Data Management (CloudDB), 2011 2011-10

Kolb, L; Thor, A.; Rahm, E. Block-based Load Balancing for Entity Resolution with MapReduce Proc. 20th Intl. Conference on Information and Knowledge Management (CIKM), 2011 2011-10

Kolb, L.; Thor, A.; Rahm, E. Parallel Sorted Neighborhood Blocking with MapReduce Proc. 14th GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web (BTW), 2011 2011-03

Kirsten, T.; Kolb, L.; Hartung, M.; Groß, A.; Köpcke, H.; Rahm, E. Data Partitioning for Parallel Entity Matching Proc. 8th Intl. Workshop on Quality in Databases (QDB), 2010 2010-09

Selected Talks

• Effiziente MapReduce-Parallelisierung von Entitity Resolution-Workflows,
  PhD Defense, Leipzig, December 2014
• Don’t Match Twice: Redundancy-free Similarity Computation with MapReduce
  2nd International Workshop on Data Analytics in the Cloud (DanaC), New York, June 2013
• Dedoop: Efficient Deduplication with Hadoop
  Data Integration Day, Leipzig, September 2012
• Learning-based Entity Resolution with MapReduce
  3rd International Workshop on Cloud Data Management (CloudDB), Glasgow, October 2011
• Parallel Sorted Neighborhood Blocking with MapReduce
  German Database Conference “GI-Fachtagung für Datenbanksysteme in Business, Technologie und Web” (BTW), Kaiserslautern, March 2011
• Data Partitioning for Parallel Entity Matching
  8th International Workshop on Quality in Databases (QDB), Singapore, September 2010

Reviewer

• BTW 2011, BTW 2013
• SIGMOD 2012
• ICDE 2012
• WebDB 2013
• IJSWIS 2013
• DMC 2013, DMC 2014

Teaching

Bachelor’s & Master’s Thesis Supervision