703356 VU Ausgewählte Kapitel in sicherem und verteiltem Rechnen B: Distributed Learning

Sommersemester 2024 | Stand: 18.12.2023 LV auf Merkliste setzen
703356
VU Ausgewählte Kapitel in sicherem und verteiltem Rechnen B: Distributed Learning
VU 3
5
wöch.
jährlich
Englisch

In this lecture, students will gain in-depth understanding in areas of distributed learning to solve common challenges stemming across the cloud-to-edge continuum. In particular, different aspects of optimization and distributed learning will be reviewed to later deal with realistic use cases related to smart data and resource management. Lectures will be complemented by practical exercises in which the students apply the concepts given in the lecture using cutting-edge frameworks.

Distributed learning (e.g., federated learning, hybrid learning, P2P learning) and Optimization techniques (e.g., reinforcement learning), applied to problems such as task offloading, scheduling, data management, load balancing, moving edge devices, energy consumption, etc.

Presentations, practical work.

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Gruppe 0
Datum Uhrzeit Ort
Di 05.03.2024
10.15 - 12.45 rr 21 rr 21 Barrierefrei
Di 12.03.2024
10.15 - 12.45 rr 21 rr 21 Barrierefrei
Di 19.03.2024
10.15 - 12.45 rr 21 rr 21 Barrierefrei
Di 09.04.2024
10.15 - 12.45 rr 21 rr 21 Barrierefrei
Di 16.04.2024
10.15 - 12.45 rr 21 rr 21 Barrierefrei
Di 23.04.2024
10.15 - 12.45 rr 21 rr 21 Barrierefrei
Di 30.04.2024
10.15 - 12.45 rr 21 rr 21 Barrierefrei
Di 07.05.2024
10.15 - 12.45 rr 21 rr 21 Barrierefrei
Di 14.05.2024
10.15 - 12.45 rr 21 rr 21 Barrierefrei
Di 21.05.2024
10.15 - 12.45 rr 21 rr 21 Barrierefrei
Di 28.05.2024
10.15 - 12.45 rr 21 rr 21 Barrierefrei
Di 04.06.2024
10.15 - 12.45 rr 21 rr 21 Barrierefrei
Di 11.06.2024
10.15 - 12.45 rr 21 rr 21 Barrierefrei
Di 18.06.2024
10.15 - 12.45 rr 21 rr 21 Barrierefrei
Di 25.06.2024
10.15 - 12.45 rr 21 rr 21 Barrierefrei