Thesis – Power Consumption Data Collection and Visualization for Network Devices

Software Engineering, Embedded Systems, Test Automation

1-2 students completing a Master or Bachelor thesis

Understanding the power consumption of network devices is important for developing energy-efficient products. Making this data available during automated regression testing and product development helps engineers evaluate design choices, detect unexpected changes, and track energy efficiency over time.

Although power measurement hardware provides the measurements, collecting and using the data across development and test environments can require manual effort. A solution that is easy to connect, configure, and integrate into existing workflows would make power consumption a more accessible metric throughout product development.

Investigate, design, and implement a solution that makes power consumption data easily accessible during automated regression tests and product development.

The solution should address the following areas:  

• Data collection: Read PoE measurement data from the power measurement board through a serial interface.
• Data access: Provide a simple, well-defined interface for automated tests and development tools.
• Easy setup: Minimize physical connections and configuration steps, in the test environment.
• Storage and visualization: Make the data easy to integrate with existing data collection systems, enabling visualization and analysis in tools such as Apache Superset.

Master or Bachelor student in Computer Engineering, Electrical Engineering, System Development, or a related field. Knowledge in embedded Linux, serial communication, data engineering, or visualization is beneficial.

You are valuable to us – how nice that you are interested in one of our proposals! There are a few things for you to keep in mind when applying.

• Applications are accepted in both Swedish and English, and you apply via the proposal advert.
• The announced thesis is open only to students affiliated with a Swedish University/College either directly or via an exchange program.
• When the thesis proposal states that it includes two students working together, we would like you to apply in pairs. In these cases, send one application each but make sure to clearly state in your application who your co-applicant is. If you have any questions regarding this, please do not hesitate to contact us.
• Please attach your CV and University/College grade summary.

For more information, contact Marcus Sandell or Erik Nielsen at Marcus.Sandell@axis.com, Erik.Nielsen@axis.com.

Certain roles at Axis require background checks, which means applicable verifications will be done in these recruitments. Notice will be provided before we take any action.

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For more information about Axis, please visit our website www.axis.com.

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