Platform Architecture

1 Platform – 5 Roles

  Ingestion & Preparation

  • Nifi for scalable data ingestion
  • 120+ certified connectors
  • Monitor feed health in real time
  • Search metadata, lineage & stats

Discovery & Visualization

  • Full-text, faceted & geospatial search
  • Real-time, drag & drop dashboards
  • Interactive time series analysis
  • Dataset ingestion & governance
  • Build, share & annotate dashboards

 Modeling & Experimentation

  • Machine Learning & Data Mining
  • Train & debug on CPU’s & GPU’s
  • Natural Language Understanding
  • Performant machine learning at scale

The Data Engineer The Data Analyst The Data Scientist The DataOps Engineer The App Developer

 Model Productization

  • Auto-test & deploy machine learning
  • Reusable & versioned model store
  • PyTorch, TensorFlow, R, Spark, Scikit
  • Security, logging & rate limiting

 Operations

  • Portal & Single Sign on
  • Container Orchestration
  • Live Monitoring
  • Authentication, Authorization, Audit