Albert Bifet (Télécom ParisTech) and Ioana Manolescu (INRIA Saclay)
Course taught in the Data and Knowledge 2nd year Master Program of Université Paris Saclay
2015-2016
Global view of the course material
Day 1, September 15, 2015 (Ioana)
- Course slides: Introduction, database recall, distributed data management architectures (first part)
- Lab work: Redis
Day 2: September 22, 2015 (Albert)
- Course slides: MapReduce
- Lab work: MapReduce
Day 3: September 29, 2015 (Albert)
- Course slides: Flink
- Lab work: Flink
Day 4: October 6, 2015 (Ioana)
- Course slides: more distributed data management architectures, structured data management on MapReduce
- No lab
Day 5: October 16, 2015 (yes, Friday 16, not Tuesday 13) (Ioana)
- Morning: D204 (course) JSON stores, database indexing
- Afternoon: E205 (lab) MongoDB
Day 6: October 20, 2015 (Albert)
Day 7: October 27, 2015 (Albert and Ioana)
- Course slides: graph stores, dataflow engines
- Lab: Spark Machine Learning, Neo4j