Administration

Architecture

VPC

Compute

Storage

Research (Services/Applications)

Google Cloud Platform Use Cases

  • NLP
  • Supervised
    • NASA-FDL: ML models trained to detect life signatures on other planets
    • Emory: sepsis prediction using ML
    • NYU: melanoma detection using ML
    • Texas A&M Corpus Cristi: asessing and tracking environmental change with models
  • Operating an HPC Cluster with acceptable connectivity speed
  • Build, operate, share Data Science Virtual Machines (DSVMs)
  • Create and maintain a Jupyter Hub for a research team
    • Duke using Colab to create clinical grade medical imaging
  • Create and orchestrate an HTC Cluster using
  • Upload a particular large-volume dataset to the cloud; bring the analysis there