• Title: Effiziente MapReduce-Parallelisierung von Entity Resolution-Workflows
• Date/Location: 08.12.2014 15:00 Uhr, Room P702

Publikationen

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