Theses

With the steadily increasing digitalization, the volume of data to be processed as well as the spread of networked end devices...

This thesis assesses WebGPU’s suitability for machine learning and compares it to other execution methods. This is done in the...

The objective of this thesis is to develop a visual representation of the freight flows of containers and semi-trailers in an...

Despite their importance in logistics, inland ports often lack advanced digital solutions, for example for tracking container and...

The growing demand for GPU computing in artificial intelligence research has led to the need for more efficient resource...

Ongoing

Supervised by:
Prof. Dr. Janick Edinger, Philipp Kisters

The use of digital twins (DT) for 3D simulation, particularly of different lighting conditions and weather effects, is key to...

Abstract:
This thesis presents foundational work for the development of a versatile simulation environment for heterogeneous...

This thesis examines the potential of machine learning techniques, particularly histogram-based gradient boosting, to enhance the...

Ongoing

Supervised by:
Prof. Dr. Janick Edinger

This thesis explains the design and development of a simple Brain-Computer Interface, which can be prepared in minutes and uses an...

Abstract:
Computation offloading is a useful technique to circumvent device restrictions and bring novel, computationally-intensive...

Abstract:
This thesis investigates using edge technology to monitor Parkinson's Disease at home while preserving patients' privacy...

Abstract:
This thesis focuses on promoting cycling as a sustainable transportation option to reduce carbon dioxide emissions. In...

Abstract:
In a code offloading network, heterogeneous devices can offload computation processes to other participants of the...

Abstract:
As with all Human-Computer Interactions, the accessibility of the user interfaces is of great importance when interacting...

Abstract:
The number of people living in cities is growing every year. This leads to challenges such as scarcity of natural...

Abstract:
In recent decades, due to the global spread of satellite-based positioning, the focus has shifted from outdoor...

Abstract:
Simulations require a large amount of computing power. One approach to meet the additional demands is distributed...

Abstract:
Computation offloading systems promise to remove the boundaries of local computing capacity and provide access to almost...