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Services

NHR@KIT provides a set of interactive services that complement the standard batch workflow. These services offer browser-based and graphical access to the HPC systems, as well as support for automated CI/CD pipelines.

  • Jupyter — Interactive computing in the browser, with access to compute resources including GPUs, without requiring SSH or job submission.
  • Code Editors — Remote development using VS Code or Zed with direct cluster access.
  • Remote Visualization — Run graphical and OpenGL applications on the cluster and stream the output to your browser or VNC client.
  • Continuous Integration — Automated CI/CD workflows on NHR@KIT systems using GitLab CI runners.
  • JobMon — Web-based job performance monitoring. Visualizes CPU, GPU, memory, interconnect, and filesystem metrics collected during your jobs, with no instrumentation required.