- Dr. Lars Kolb
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
| Term | Exercise | Practical course | Seminar | Lecture |
|---|---|---|---|---|
| Fall 2009/10 | Database Systems 1 | Cloud Data Management | Parallel Database Systems (guest lecture) | |
| Spring 2010 | Database Systems 2 | Database Data Warehouse | ||
| Fall 2010/11 | Database Systems 1 | Web Data Integration | ||
| Spring 2011 | Database Systems 2 | Database | Cloud Data Management (guest lecture) | |
| Fall 2011/12 | Database Systems 1 | Data Warehouse | NoSQL Databases | |
| Spring 2012 | Database Systems 2 | Database | ||
| Fall 2012/13 | Database Systems 1 | Data Warehouse | Large-scale Data Analytics | |
| Spring 2013 | Database Systems 2 | Database | ||
| Fall 2013/14 | Database Systems 1 | MapReduce | New Trends in Big Data | Cloud Data Management |
| Spring 2014 | Database Systems 2 | Database Systems 2 NoSQL Databases | NoSQL Databases |
Bachelor’s & Master’s Thesis Supervision
| Year | Student | Type | Title |
|---|---|---|---|
| 2012 | Axel Fischer | B. Sc. | Implementierung eines File Managers für das Hadoop Distributed Filesystem und Realisierung einer MapReduce Workflow Submission-Komponente |
| 2013 | Sergej Sintschilin | B. Sc. | Wiederverwendung berechneter Matchergebnisse für MapReduce-basiertes Object Matching |
| 2013 | Ziad Sehili | M. Sc. | Evaluierung und Erweiterung von MapReduce-Algorithmen zur Berechnung der transitiven Hülle ungerichteter Graphen für Entity Resolution Workflows |
| 2013 | Dan Häberlein | B. Sc. | Migration und Extraktion von Datensätzen mittels spaltenorientierter Datenbanken am Beispiel von Apache HBase |
| 2014 | Hans-Henning Koch | M. Sc. | Evaluation of Backends for the Use in a Horizontally Scalable Version of ipoque’s Net Reporter |
