Bachelor-/ Master Thesis: Energy-Aware Scheduling for Industrial

At the Fraunhofer IPT in Aachen, we work with more than 530 employees every day to make the production of the future more digital, more flexible and more sustainable.

The fourth industrial revolution is increasing the flexibility of industrial production and optimizing it by linking traditional production with new technologies such as IoT sensors, edge and cloud systems. This heterogeneous system requires effective orchestration that can schedule the application on these systems. While traditional scheduling algorithms exist, these do not focus on the energy footprint of applications. The aim is to implement algorithms for the orchestrator scheduler that consider the application requirements and heterogeneous energy consumption. These algorithms will be deployed to reduce the overall energy footprint.

What you will do

Research various algorithms suitable for energy aware scheduling

Develop a custom algorithm for energy awareness scheduling

Perform experiments and evaluate performance metrics for scheduling

Integrate APIs to receive node rankings for scheduling

Integrate the system with a custom orchestrator

Validate the system with the architecture

What you bring to the table

You are studying electronics, computer science, information technology or a comparable subject

You have initial experience with application development (python, c++)

Knowledge on Kubernetes, docker advantageous

A high degree of initiative and team spirit

Good language skills in German and/or English

What you can expect

Ideal conditions for practical experience alongside your studies

A state-of-the-art machine park equipped with edge cloud systems and 5G infrastructure

Flexible working to combine study and job in the best possible way

We value and promote the diversity of our employees' skills and therefore welcome all applications - regardless of age, gender, nationality, ethnic and social origin, religion, ideology, disability, sexual orientation and identity. Severely disabled persons are given preference in the event of equal suitability.

With its focus on developing key technologies that are vital for the future and enabling the commercial utilization of this work by business and industry, Fraunhofer plays a central role in the innovation process. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future.

Interested? Apply online now. We look forward to getting to know you!

For any further information on this position please contact:

Praveen Mohanram M. Sc.

Research Assistant »Digital Infrastructures«

Phone:

Fraunhofer Institute for Production Technology IPT

Requisition Number: 76386 Application Deadline: