[Employment] [UMEA Univetsity] Six Postdoctoral Fellowships (2 years) in Distributed Systems(~2.13)
- College of Software and Engineering
- Hit624
- 2022-01-27
Six Postdoctoral Fellowships (2 years) in Distributed Systems
The Department of Computing Science seeks six postdoctoral fellows for an ambitious series of projects with the Autonomous Distributed Systems lab. The fellowships are for two years full-time studies, starting 1st May 2022 or by agreement.
Project description
With funding from the Kempe Foundation, the ADS Lab aims to establish a de-facto Center of Excellence in Autonomous Distributed Systems, with a particular focus on reasoning, management, and anomaly detection in next-generation Edge and Cloud systems. We are offering six postdoctoral fellowships for candidates that wish to develop their scientific understanding of areas including but not limited to:
- Energy-Efficient Cloud Technology (combining models of data centre behaviour with energy prediction, energy-aware scheduling, etc.)
- Cloud-Edge Simulation (understanding cloud-edge system interactions and impacts, developing simulation-based approaches for experimentation, etc.)
- Efficient machine learning-based management systems (reducing data size needed to make accurate predictions, dynamic logging strategies, balancing accuracy with performance, etc.)
- Multimodal learning for urban anomaly prediction (combining probabilistic reasoning with representation learning, contrastive learning, and unsupervised learning, etc.)
- Autonomic anomaly detection for microservices (root-cause identification and automated mitigation, service mesh circuit-breaking, deep learning, etc.)
The post docs are encouraged to bring their own expertise, and will get the opportunity to design the individual projects and develop new algorithms, models, techniques, software and tools, as well as publish papers at high-impact venues.
Qualifications:
- A PhD (or equivalent) degree in the Distributed Systems domain
- Good ability to co-operate and also work independently and take initiative are required.
- Strong skills in written and spoken English are required.
Other meriting qualifications are:
- A strong track-record of academic peer-reviewed publications
- Ability to program (e.g. C, Java, Python, Rust, scripting, etc.)
- Experience in systems and DevOps tools (Kubernetes, Terraform, etc.)
- A strong background in Cloud-Edge systems research or development
자세한 사항은 아래 홈페이지를 확인하시기 바랍니다.
https://www.umu.se/en/work-with-us/postdoctoral-scholarships/6-2739-21/
Contact Information : Prof. Park Eunil (eunil.seo@cs.umu.se)