Inhalt des Dokuments
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Day and
Time | Where | Docent | |
---|---|---|---|
Lecture | Lecture recordings released per chapter, from Nov 2 | ISIS | Thamsen
[1] |
Q &
A | Tuesdays 16:00-18:00h one Q&A per chapter, first one Nov 3 | Zoom | Thamsen [2], Behnke [3], and Acker [4] |
Tutorials | Mondays 12:00-14:00h one session per chapter, first one Nov 9 | Zoom | Behnke [5] / Acker [6] |
Exam | tba | tba |
News
- Please join the ISIS course (tba), which we will use for distributing this lecture's resources and for the communication during the course.
- At the beginning of the semester, we will announce the dates for all zoom live sessions (Q&A + tutorials).
- With this course we have a limited capacity of 120 participants. We will provide information on the registration and selection process in the first lecture and on ISIS.
Lecture Contents
The lectures cover the main methods, technologies, and practices of cloud computing.
The first part of the lecture presents virtual resources: We will look at the fundamental concepts and technologies that are used for operating virtualized data centers, focusing on system virtualization (virtual machines) and OS-level virtualization (containers). Then, we will see how sets of virtual resources can be managed effectively, discussing central methods and technologies for managing large sets of distributed virtual resources, including the ideas behind the DevOps movement and the Infrastructure-as-Code paradigm.
The second part of the lecture presents distributed cloud
applications: We will see how virtual resources can be used to build
scalable applications, looking at typical system architectures (e.g.
three-tier applications and microservice architectures), at
distributed state and consistency models, and at techniques for
developing data-intensive applications (e.g. using data-parallel
distributed processing systems like Hadoop, Spark, and Flink).
Afterwards, we will also discuss platforms that further raise the
level of abstraction for users, allowing them to fully focus on their
applications, without the need to manage and operate any distributed
infrastructure/systems for their scalable and fault-tolerant cloud
applications. In this part of the lecture we will look at PaaS
services (e.g. managed execution environments and data stores provided
by Platform-as-a-Service clouds) and serverless computing
architectures (using FaaS/BaaS services).
Finally, the
lecture will give an outlook that goes beyond clouds in data centers,
looking at recently emerging distributed computing paradigms such as
Fog computing.
Tutorial Contents
The tutorial sessions complement the lecture by building up working knowledge in the concrete usage of technologies and services.
The tutorial sessions cover five assignments. Each assignment starts with an introductory tutorial session, has a duration of two weeks, and ends with a discussion or demo session. Assignments will be solved by teams of 3-4 students.
Each assignment is graded separately and together the assignments account for 50% of the final grade.
Course Materials
The course materials (lecture recordings and slides, tutorial slides, assignments) as well as the links for the live Q&A and tutorial sessions will be disseminated via the ISIS course.
Literature
- Andrew S. Tanenbaum, Herbert Bos: Modern Operating Systems, Pearson, 2015
- Jez Humble, David Farley: Continuous Delivery: Reliable Software Releases Through Build, Test, and Deployment Automation, Addison Wesley, 2010
- Martin Kleppmann: Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems, O'Reilly, 2017
Cloud Computing Module
- This course is an "Integrierte Lehrveranstaltung" with 4 SWS (6 ECTS/LP)
- This course is part of the module Cloud Computing [7] which
is creditable to students of:
- Master Informatik as a compulsory elective module in "Kommunikationsbasierte Systeme"
- Master Technische Informatik as a compulsory elective module in "Informationssysteme"
- Master Wirtschaftsinformatik as a compulsory elective module in "Informations- und Kommunikationssysteme (IKT)"
- Master Wirtschaftsingenieurwesen as a compulsory elective module in "Informations- und Kommunikationssysteme (IKT)"
- Master ICT Innovation as a compulsory elective module.
Target Audience
This course is targeted at Master students of computer science and computer engineering.
Requirements
There are no formal requirements for taking this course. We do however assume knowledge from the mandatory courses of the bachelor's program in Computer Science / Computer Engineering (semesters 1-4) and recommend that our course "Distributed Systems" has been taken previously.
Contact
Ilja Behnke+49 30 314-73884
Raum TEL 1203
E-Mail-Anfrage [8]
Contact
Lauritz Thamsen+49 30 314-24539
TEL
Raum 1210
E-Mail-Anfrage [9]
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