This course introduces the fundamental concepts and computational paradigms of scalable data management systems. The focus of this course is on the systems-oriented aspects and internals of such systems for storing, updating, querying, and analyzing large datasets.
Topics include:
Database Architectures
Parallel and Distributed Databases
Data Warehousing
MapReduce and Hadoop
Spark and its Ecosystem
Optional: NoSQL Databases, Stream Processing, Graph Databases, Scalable Machine Learning
- Dozent*in: Carsten Binnig
- Dozent*in: Muhammad El-Hindi
- Dozent*in: Lasse Thostrup
- Dozent*in: Tobias Ziegler