Bachelor-/ Master Thesis: »Energy-Aware Scheduling for Industrial Mobile Edge Cloud Infrastructure«
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 : +49 241 8904-744
Fraunhofer Institute for Production Technology IPT
Requisition Number : 76386 Application Deadline :
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