In-Memory Data Processing and Management Seminar (Sommersemester 2010)
Dozent:
Website zum Kurs:
http://epic.hpi.uni-potsdam.de/Home/InMemoryDataProcessing2010
Allgemeine Information
- Semesterwochenstunden: 2
- ECTS: 3
- Benotet:
Ja
- Einschreibefrist: 10.05.2010
- Lehrform:
- Belegungsart: Wahlpflichtmodul
Studiengänge
- IT-Systems Engineering MA
Beschreibung
This seminar covers a broad range of advanced database topics in the context of enterprise data management. At the beginning of the term the students will be provided with the necessary knowledge in a short series of lectures. The main part of the seminar will consist of individually preparing a topic in close supervision with a lecturer.
The following topics will be covered:
- Read/write compaction in column databases
- Lightweight compression techniques for in-memory databases
- In-memory databases in the cloud
- The CAP theorem and update propagation in multi-master setups
- De-clustering of tenant data for throughput optimization
- Placement of tenant data for high availability
- Effects of virtualization on in-memory databases
- Data model evolution in OLTP and OLAP
- Database self-tuning capabilities
- Optimal execution of SQL queries with a great number of WHERE-conditions
- XPath interface for querying traces stored in SQlite
Voraussetzungen
- Completed Bachelor studies
- Participation in courses Datenbanksysteme I and II is helpful
Leistungserfassung
Students have to deliver all of the items below:
- Presentations (all graded)
- Intermediate presentation (10 mins talk + 5 mins discussion)
- Final presentation (20 mins talk + 10 mins discussion)
- Paper (6 pages in ACM two-column style)
- an intermediate version for reviewing(required)
- final version (graded)
- 1 paper reviews (a colleague’s paper) (graded)
Termine
The preliminary schedule for the seminar is as follows:
- Apr 22: Enterprise Applications, OLTP + OLAP, Share One DB (Jan Schaffner)
- Apr 29: In-Memory Column Databases in Depth (Jens Krüger)
- May 06: Towards Enterprise Software-as-a-Service in the Cloud (Jan Schaffner)
- May 13: No class (Christi Himmelfahrt)
- May 27: Presentation of seminar topics
From then on, the students will be guided in individual meetings with their supervisors.
- Jun 17: Short status presentations for feedback (~15 mins)
- Jun 24: Draft papers due / draft papers will be distributed for review
- Jul 1: Your reviews due
- July 15th: Final presentations (first half of the participants)
- July 22nd: Final presentations (second half of the participants)
- July 23rd: Submission of final papers
Zurück
