Cloud-Based Data Processing (IN2386)
Course 0000002619 in WS 2022/3
General Data
| Course Type | lecture with integrated exercises |
|---|---|
| Semester Weekly Hours | 5 SWS |
| Organisational Unit | Informatics 3 - Chair of database systems (Prof. Kemper) |
| Lecturers |
Philipp Fent Michail Georgoulakis Misegiannis Jana Giceva Makreshanska |
| Dates |
Thu, 14:00–17:00, GALILEO 300 and 1 singular or moved dates |
Assignment to Modules
-
IN2386: Cloud-Based Data Processing / Cloud-Based Data Processing
This module is included in the following catalogs:- Focus Area Bio-Sensors in M.Sc. Biomedical Engineering and Medical Physics
- Focus Area Imaging in M.Sc. Biomedical Engineering and Medical Physics
Further Information
Courses are together with exams the building blocks for modules. Please keep in mind that information on the contents, learning outcomes and, especially examination conditions are given on the module level only – see section "Assignment to Modules" above.
| additional remarks | * scalable distributed system design * data-centers and their infrastructure * cloud computing and the latest technologies encompassing rack-scale computing * different types of hardware- and OS-virtualization (incl. containers and serverless) and the challenges for obtaining high performance, isolation and security. * data-center networking and hardware acceleration * scalable services and applications for cloud-based data processing: ** storage (file system, KV stores, CAP theorem, consistency types, etc.) ** coordination (consensus protocols and use cases) ** computation (data management, data-flow, streaming, ML) * resource management and allocation (cluster schedulers and orchestrators) |
|---|---|
| Links |
Course documents E-Learning course (e. g. Moodle) TUMonline entry |
Equivalent Courses (e. g. in other semesters)
| Semester | Title | Lecturers | Dates |
|---|---|---|---|
| WS 2023/4 | Cloud-Based Data Processing (IN2386) | Georgoulakis Misegiannis, M. Giceva Makreshanska, J. Götz, T. |
Thu, 14:00–17:00, GALILEO 300 |
| WS 2020/1 | Cloud-Based Data Processing (IN2386) | Giceva Makreshanska, J. |