The School of Study of Electrical Engineering, Computer Science and Mathematics at the Hamburg University of Technology (TUHH) is pleased to share another inaugural lecture and research talk from the field of Data Science with the entire TUHH and with the public as part of its colloquium. This colloquium of the School of Study EIM will take place on
Friday, November 10, 2023 at 1:15 pm
Room A-0.13, Building A, TUHH Campus
with the following short program:
- Welcome - Prof. Dr.-Ing. Gerhard Bauch, Dean of Studies EIM, TUHH
- Inaugural Lecture - “From Centralized Machine Learning to Edge AI“ - Prof. Dr.-Ing. Stefan Schulte, Data Engineering Institute, TUHH
- Industry talk - “Research Collaborations with Smart and Medium Enterprises (SMEs)” - Benjamin S. Storey, Ascora GmbH
- Get together from 3 pm - Lern- und Kommunikationszentrum (LuK), Building A, TUHH Campus
We would like to ask you to register for the EIM colloq here: https://lists.tuhh.de/sympa/subscribe/kolloq.eim
We are looking forward to your participation!
Prof. Dr.-Ing. Gerhard Bauch
Dean of Studies EIM
From Centralized Machine Learning to Edge AI - Research at the Institute for Data Engineering
Today's Machine Learning (ML) approaches are mostly based on a centralized approach, i.e., data is sent to a centralized entity (very often located in the cloud), where ML training is carried out. However, especially in industrial scenarios, companies are very often not keen on sharing their (raw) data with the cloud, particularly if ML training and model generation are provided by an external party (e.g., the vendor of a machine).
