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Third-cycle subject: Third-cycle subject: Computer Science or Electrical Engineering
The objective of the thesis project is to develop concepts and algorithms for prediction, forecasting and decision making in networked systems using AI and ML techniques. Of particular interest will be ML and decision-making algorithms for distributed data sets: in large-scale systems data sets and nodes are distributed, and the dimensional of data sets can reach millions. The nodes may not be able to share data due to the large data volumes, preventing central collection of data in a timely manner. The distributed nature of the system requires scaleble learning methods that adapt to various network sizes, also when the nodes have limited computational resources
Supervision: The doctoral student will be supervised by: Professor Rolf Stadler
To be admitted to postgraduate education (Chapter 7, 39 § Swedish Higher Education Ordinance), the applicant must have basic eligibility in accordance with either of the following:
In order to succeed as a doctoral student at KTH you need to be goal oriented and persevering in your work. During the selection process, candidates will be assessed upon their ability to:
Furthermore, the successful applicant must have:
Desirable qualities of the successful applicant include:
After the qualification requirements, great emphasis will be placed on personal competency.
Target degree: Doctoral degree
Only those admitted to postgraduate education may be employed as a doctoral student. The total length of employment may not be longer than what corresponds to full-time doctoral education in four years ' time. An employed doctoral student can, to a limited extent (maximum 20%), perform certain tasks within their role, e.g. training and administration. A new position as a doctoral student is for a maximum of one year, and then the employment may be renewed for a maximum of two years at a time.
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Apply for the position and admission through KTH's recruitment system. It is the applicant’s responsibility to ensure that the application is complete in accordance with the instructions in the advertisement.
Applications must be received at the last closing date at midnight, CET/CEST (Central European Time/entral European Summer Time).
Applications must include the following elements:
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Disclaimer: In case of discrepancy between the Swedish original and the English translation of the job announcement, the Swedish version takes precedence.
Type of employment | Temporary position |
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Contract type | Full time |
First day of employment | According to agreement |
Salary | Monthly salary according to KTH's doctoral student salary agreement |
Number of positions | 1 |
Full-time equivalent | 100% |
City | Stockholm |
County | Stockholms län |
Country | Sweden |
Reference number | J-2021-0909 |
Contact |
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Published | 08.Apr.2021 |
Last application date | 30.Apr.2021 |