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This course will be taught in cooperation with the University of Twente, several lectures will be held via video stream from Twente.
Description (taken from https://osiris.utwente.nl/)
Upon completing the course, students are able to:
- Understand why measuring at Internet scale is an important tool to advance network technology
- Understand the two main approaches to Internet measurement: active and passive measurements
- Understand the basic building blocks needed to set up a measurement (packet inspection, flows, active probing)
- Evaluate existing Internet measurement studies, focusing on the quality and reproducibility of the results
- Analyse the ethical implications of a measurement and the potential disruptive impact of a measurement
- Analyse Internet measurement results using state-of-the-art big data techniques
- Design their own Internet-scale measurement
Have you ever wondered how a change in one of the Internet's protocols affects its users? How Internet traffic varies between day and night, weekdays and weekends, school holidays and exam periods? If some Internet companies really are too big to fail? You are not the only one. Measuring the Internet is vital to keeping the Internet stable and secure, and to inform policy for the Internet community and governments.
The Internet Measurements course will teach you everything about global, Internet-scale measurements, based on state-of-the art research done at the university. We will explain basic measurement concepts, such as the difference between passive measurements (where you just observe ongoing network traffic) and active measurements (where you actively send probes). We will discuss the ethics of Internet measurements, using censorship measurements and botnet-based measurements that the academic community found questionable. We will be using state-of-the-art big data analysis techniques, such as Apache Spark, to work with some of the very large datasets collected by the OpenINTEL measurement project (https://openintel.nl/). And right from the start, you will be designing your own Internet-scale measurement together with a group of students, to answer your own questions about the whys, hows and whats of the global Internet.
Ort: 93/E07: Mo. 13:30 - 16:00 (10x),
93/E09: Fr. 10:00 - 12:00 (9x)
Zeiten: Mo. 13:30 - 16:00 (wöchentlich) - Vorlesung (13:45-15:30), Ort: 93/E07, Fr. 10:00 - 12:00 (wöchentlich) - Übung, Ort: 93/E09
Erster Termin: Mo., 04.04.2022 13:30 - 16:00, Ort: 93/E07
Veranstaltungsart: Vorlesung/Übung (Offizielle Lehrveranstaltungen)
- Informatik > Master of Science in Informatik
- Informatik > Master of Science in Informatik (bis PO 2016)
- Informatik > Vorlesungen
- Mathematics/Computer Science