PhD Student - Machine Learning applications in the Cloud-Edge (R1) per el Barcelona Supercomputing Center
The main objective is to participate in European research projects focused on data analysis of Cloud and HPC platforms, using machine learning for management. For this, we are looking for a Ph.D. Student to join the DCC group and develop a research line in workload and environment characterization in large-scale systems and supercomputers. The mentioned tasks involve academic efforts such as experimenting with HPDA platforms such as Spark, Cloud and Serverless environments, AI/ML platforms, and communicating research results (writing scientific papers, assisting at scientific conferences, ...). The research will include a joint collaboration with the industry, with mid-term stays abroad.
Key Duties
- Contribution to the development of bigger frameworks for Predictive Analytics
- Functional design and execution of experiments related to HPDA architectures, Cloud, and Serverless
- Design of statistical and ML experiments toward multi-domain cases with large-volume data
- Contribute to collaborations with different international research partners
- Give mutual support to other researchers in the project
Termini per aplicar: Divendres, 16 Juny, 2023
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