On Wednesdays, 10:00-11:30, in room 36-438
|On Tuesdays, 15:30-17:00, in room 36-438 (exact dates are announced below)|
The objective of this lecture is to introduce performance modeling of complex distributed systems.
- Server dimensioning of planned systems
- Quality of service guarantees in distributed systems
- Resource management in distributed systems
The focus will be on different analytical methods for performance modeling, namely stochastic network calculus (SNC) with
- Moment generating functions (MGFs)
- Tail bounds
Material & Slides
The slides are only accessible from within the university network (131.246.*). You can use SSH or VPN for remote access.
|0||Organization||Oct 24, 2018|
|1||Introduction||Oct 30, 2018|
|2||Probability Basics||Nov 28, 2018||PDF annotated|
|3||SNC with Moment Generating Functions||Jan 23, 2019||PDF annotated|
|4||SNC with Tail Bounds||Jan 30, 2019||PDF annotated|
We will provide a script in the further course. Be aware that it might undergo many changes and hence should never be seen as a "final version".
|Mar 28, 2019||Fixed typo in the proof of Theorem 3.39, thx Bruno for pointing at it :-)|
For those who are curious about what previous StocADS-lectures looked like, you can check out Michael's Script.
The exercise sheets are only accessible from within the university network (131.246.*). You can use SSH or VPN for remote access.
|1||Nov 20, 2018||10.30am||3.30pm|
|2||Dec 04, 2018||10.30am||3.30pm|
|3||Jan 15, 2019||10.30am||3.30pm|
|4||Jan 22, 2019||10.30am||3.30pm|
|5||Feb 05, 2019||10.30am||3.30pm|
- Cheng-Shang Chang, Performance Guarantees in Communication Networks. Springer, 2000.
- Yuming Jiang, Stochastic Network Calculus. Springer, 2008.