PhD Student - Machine Learning applications in the Cloud per el Barcelona Supercomputing Center

The data-centric computing group from the computer science department at the Barcelona Supercomputing Center searches for 1 PreDoc towards research on data analytics and machine learning towards novel architectures (RISC-V), willing to work on a adapting, porting and evaluating Genomics-based Data Analytics run-times in a EU project, for the course 2023-2025. The main objective is to participate in European research projects focused on porting Big Data infrastructures towards novel RISC-V technologies, for data analysis, machine learning and deep learning use cases and goals. For this, we're looking for a PhD Student to join the DCC group and develop a research line in data analytics runtime and optimizations for new architectures. The mentioned tasks involve academic efforts as experimenting and deploying HPDA platforms, AI/ML platforms, and compilers for novel platforms, also communicate research results (writing scientific papers, assisting to scientific conferences, ...).

Key Duties

• Perform academical research for genomics workloads on the basis of novel architectures (i.e, RISC-V)
• Contribution to the development and porting of Big Data and Machine Learning frameworks
• Functional design and execution of benchmarking on related to HPDA architectures and Cloud and Serverless
• Design of statistical and ML experiments towards multi-domain cases with large-volume data
• Contribute to collaborations with different international research partners
• Give mutual support to other researchers in the project

Data de tancament: Diumenge, 15 Octubre, 2023

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