Instructors: Prof. Dr. rer. nat. Carsten Binnig
Event type:
Integrated Course
Org-unit: Dept. 20 - Computer Science
Displayed in timetable as:
SDM
Subject:
Crediting for:
Hours per week:
4
Language of instruction:
Englisch
Min. | Max. participants:
- | -
Course Contents:
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
Preconditions:
Programming in C++ and Java
Informationsmanagement (20-00-0015-iv)
Optional:
Foundations of Distributed Systems (20-00-0998-iv)
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