Master thesis - Autonomous vehicles with edge processing support

Rekryterare
Ericsson
Plats
Luleå, SE
Annonserat
den 20 oktober 2021
Stängs
den 11 november 2021
Ref:
603443-en_US
Anställningsform
Tillsvidare
Sysselsättning
Heltid
As the tech firm that created the mobile world, and with more than 54,000 patents to our name, we've made it our business to make a mark. When joining our team at Ericsson you are empowered to learn, lead and perform at your best, shaping the future of technology. This is a place where you're welcomed as your own perfectly unique self, and celebrated for the skills, talent, and perspective you bring to the team. Are you in?

Come, and be where it begins.

Our Exciting Opportunity

Autonomous vehicles is an area which is evolving rapidly, these vehicles may be everything from small sized drones to full sized cars or trucks. In some cases, these vehicles are fully autonomous, in other cases they involve some human interaction.

5G provide them with fast and low latency data transmission and the possibility of processing in edge data centers. This gives an opportunity to offload processing from the vehicle to the edge. Offloading can be desirable for several reasons. For instance, autonomous lightweight drones have limited processing power and can therefore benefit form edge cloud support.

Ericsson has, in cooperation with LTU and SICS-ICE RISE datacenter, an innovative 5G connected edge compute setup in Luleå, where a proof-of-concept self-driving toy-car has been tested.

In a future, with edge compute capabilities everywhere, there must be data driven, algorithm that predicts and decides which compute tasks that should be run on which node. Some tasks must be run on the local device (the car, in this case) and others will, due to high computational complexity etc., yield a lower total latency if they are run in the edge node.

Using the self-driving car platform as a starting point, the main task of this thesis is study, create and test algorithms for edge/local compute positioning optimization on a live network. You will be responsible for creating mechanisms to analyze capabilities such as compute capacity, bandwidth and latency in various nodes and based on this define algorithms to optimize placement decisions and the overall service experience. Alternatively, if you have an idea of your own that relates to edge computing that you see can be tested in this platform, we are also open to discuss this.

Competence

  • MSc student, preferably in engineering physics, electrical engineering, computer science or similar
  • Knowledge of Python/Tensorflow/Torch and Docker/Kubernetes/Rancher
  • Knowledge of AI-algorithms (object detection, data handling/augmentation, feature extraction techniques)
  • Courses in AI, self-learning algorithms as well as experience of communication systems and internet protocols are considered valuable merits.


What´s in it for you?

Here at Ericsson, our culture is built on over a century of courageous decisions. With us, you will no longer be dreaming of what the future holds - you will be redefining it. You won't develop for the status quo, but will build what replaces it. Joining us is a way to move your career in any direction you want; with hundreds of career opportunities in locations all over the world, in a place where co-creation and collaboration are embedded into the walls. You will find yourself in a speak-up environment where empathy and humanness serve as cornerstones for how we work, and where work-life balance is a priority. Welcome to an inclusive, global company where your opportunity to make an impact is endless.

What happens once you apply?

To prepare yourself for next steps, please explore here: https://www.ericsson.com/en/careers/job-opportunities/hiring-process

Hiring manager: In this role you will report to Research Leader

Recruiter: Karolina Jałkowska (karolina.jalkowska@ericsson.com)

Location: Luleå, Sweden

Kindly note that we do not accept applications sent via e-mail

Do you believe that an organization fostering an environment of cooperation and collaboration to execute with speed creates better business value? Do you value a culture of humanness, where fact based decisions are important and our people are encouraged to speak up? Do you believe that diverse, inclusive teams drive performance and innovation? At Ericsson, we do.

We provide equal employment opportunities without regard to race, color, gender, sexual orientation, transgender status, gender identity and/or expression, marital status, pregnancy, parental status, religion, political opinion, nationality, ethnic background, social origin, social status, indigenous status, disability, age, union membership or employee representation and any other characteristic protected by local law or Ericsson's Code of Business Ethics.

Primary country and city: Sweden (SE) || || Luleå || [[mfield2]]

Req ID: 603443