Sign up for our newsletter and get the latest HPC news and analysis.
Send me information from insideHPC:


Two postdoc positions – Enabling Graph Neural Networks at Exascale

Simula Research Laboratory Published: September 21, 2020
Location
Oslo, Norway
Job Type
Application URL
https://www.simula.no/about/job/high-performance-computing-call-two-post-docs-work-project-enabling-graph-neural-networks

Description

About the Positions

Simula Research Laboratory invites outstanding applicants for two 2-year post-doc positions, who will carry out research activities within the Enabling Graph Neural Networks at Exascale (EGNE) project, which has the overall objective to scale graph neural networks to supercomputers using efficient algorithms and high-performance implementations.  The implementations will be designed for large scale applications in social network analysis.

The default starting date for both positions is January 1, 2021, although there is some flexibility in this regard.

Responsibilities

The two positions will carry out research activities of the EGNE, under supervision and assistance of senior staff and in collaboration with the University of Bergen. The two post-docs are also expected to actively collaborate with researchers at the other members of the project group. Writing scientific publications and software code, as well as disseminating/reporting the project’s research findings, are included in the responsibilities of the two positions. Moreover, the two post-docs are expected to become an integral part of Simula’s HPC department.

Required profile

All applicants must hold a PhD degree in computer science or related fields. The applicants should also have a strong track record in scientific publication and dissemination. All applicants must have research expertise in at least two of the following subjects:

  • Graph neural networks and neural networks in general
  • Parallel programing (OpenMPI, MPI)
  • Accelerator programing (GPUs, IPUs)
  • Performance optimization
  • Graph algorithms and network science

About Simula and its HPC department

  • Simula Research Laboratory AS is a publicly owned research institute located at Fornebu outside of Oslo, Norway. It is a multi-cultural organization, employing about 150 individuals from 29 countries. Simula conducts ICT research in the fields of communication technology, scientific computing and software engineering. Simula's main objective is to generate new understanding and create vital knowledge about fundamental scientific challenges that are of genuine value for society. This is achieved through high quality research, education of graduate students, industry collaboration, technology transfer and commercialization.
  • The High-Performance Computing Department at Simula has its overall objective to enable an effective use of future-embracing hardware for advanced computations. The research subjects encompass parallel programming methodologies & software development, high-performance heterogeneous computing, and huge-scale applications of scientific computing and machine learning. The targeted hardware architectures include the last-generation CPUs and general-purpose accelerators, as well as bleeding-edge domain-specific processors. The HPC department operates a number of research projects funded by The Research Council of Norway and The European Commission. In particular, the HPC department is the host of the national e-infrastructure eX3, which has an extremely heterogeneous composition of processor architectures, interconnect technologies, and memory/storage solutions.

Please visit Simula's web site and the full job announcement to learn more about us and this particular opportunity.

Apply
Drop files here browse files ...

Related Jobs

Resource Links:

Are you sure you want to delete this file?
/