Phelma Formation 2022

Distributed data and data warehousing - 5PMIBDR1

  • Number of hours

    • Lectures 18.0
    • Projects 0
    • Tutorials 0
    • Internship 0
    • Laboratory works 0
    • Written tests 0

    ECTS

    ECTS 1.5

Goal(s)

The objective of this course is to prensent techniques for data management in networking environments. This includes the management of distributed databases and data/event flows (as in sensor networks), and Big Data management

Contact Christophe BOBINEAU

Content(s)

*Distributed Databases
**Design
**Distributed query evaluation
**Distributed transactions
**Data duplication and consistency
*Massively parallel systems (Big Data)
**Map-Reduce paradigm et Apache Hadoop
**NoSQL data models and systems
**Zoom on MongoDB
*Data and Event flows
**Deata and event models
**Continuous queries and event composition
**Time windows



Prerequisites

Principes des SGBD course.

Test

NORMAL SESSION :
Written examination (2h) + Case study + Participation -> E1
Documents:
- authorized: personnal notes and foreign language dictionnaries
- forbidden: books
Equipment:
- authorized: calcs
- forbidden: everything else

SECOND SESSION :
Written (2h) or oral examination -> E2
Documents:
- authorized: personnal notes and foreign language dictionnaries
- forbidden: books
Equipment:
- authorized: calcs
- forbidden: everything else



N1=E1
N2=E2
Examen de 2h
Supports et notes de cours autorisés. Calculatrices autorisées. Dictionnaires langues étrangères autorisées.
Tout le reste interdit.

Additional Information

Course list
Curriculum->Engineering degree->Semester 9

Bibliography

S. Abiteboul, R. Hull; V. Vianu : Foundations of Databases. Addison-Wesley 1995, ISBN 0-201-53771-0
T. Ozsu, P. Valduriez. Principles of Distributed Database Systems, vol . Second Ed., Prentice hall, 1999
J. Gray, A. Reuter, Transaction Processing: concepts and techniques, vol. Morgan Kaufmann, 1993
G. Gardarin, P. Valduriez : SGBD Avancés, Bases de données objets, déductives et réparties. Eyrolles 1990.
G. Gardarin : XML Des bases de données aux services Web. Dunod 2002, ISBN 2-10-006933-0.
Chaudhuri, U. Dayal. An Overview of Data Warehousing and OLAP Technology. SIGMOD Record, 26(1):65--74, March 1997.