Big data management

Class semester
2nd semester
Class type
Mandatory
Instructors

Topics per week

1. Getting to know your (Big) Data

2-3. Architectures for Big Data

4. Distributed object location

5. Distributed file systems (Cassandra, BigTable, HBase)

6. The Map/Reduce paradigm

7-9. Parallel data processing with Hadoop

10. Parallel graph processing (Pregel, Hama)

11. NoSQL databases (key-value/document/graph stores)

12. Column stores

13. Distributed stream processing