Job Title
Master Thesis - Syslog Analysis for Anomaly Detection
Job Description
Category: Software Development, Data analysis, Programming
Scope: 2 students completing a master’s thesis
Background
At New Business Audio we develop IP Audio devices. We also develop an audio distribution system where audio content can be configured for synchronized playback in a group of speakers. Furthermore, we also from time to time handle customer cases where on-site issues reported have been escalated to our department. The information available for these cases vary greatly and neither physical or remote access to the devices are guaranteed which can make it difficult to track down the core issue.
Goals
Investigate and develop a suitable method to perform syslog analysis to sort out noise and find anomalies.
Key questions could be, but not limited to:
- How can a method for syslog analysis be developed to effectively filter out noise and detect anomalies in system log data?
- What techniques and / or protocols can be leveraged to achieve this?
Educational background
Master’s student in computer science engineering or similar.
Useful skills
Experience with development on Linux, C, data analysis, embedded systems
Who to contact for any questions
For more information, contact Mårten Holmqvist Kinoshita - Engineering Manager, [email protected]
Type of EmploymentTemporary Employment (Fixed Term)
Posting End Date2025-01-14
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.
About Axis Communications
We enable a smarter, safer world by creating innovative solutions for improving security and business performance. As a network technology company and industry leader, we offer solutions in video surveillance, access control, intercom, and audio systems, enhanced by intelligent analytics applications.
With around 4500 committed employees in over 50 countries, we collaborate with partners worldwide. Together, we thrive in our friendly, open, and collaborative culture and inspire each other to think beyond the expected. United by our commitment to inclusion, diversity, and sustainability, we consistently seek to develop our skills and way of working.
Let´s create a smarter, safer world
For more information about Axis, please visit our website www.axis.com.
Listen to Get To Know Axis – Podcast
Top Skills
What We Do
Axis enables a smarter and safer world by creating solutions for improving security and business performance. As a network technology company and industry leader, Axis offers solutions in video surveillance, access control, intercom, and audio systems. They are enhanced by intelligent analytics applications and supported by high-quality training.
Axis has around 4,000 dedicated employees in over 50 countries and collaborates with technology and system integration partners worldwide to deliver customer solutions. Axis was founded in 1984, and the headquarters are in Lund, Sweden.
For more information, visit www.axis.com. Experiencing technical difficulties with www.axis.com? Visit: https://status.axis.com.
