SOUG_2025_PUB

This repository holds the demo for SOUG_2025.

Training a model for fuel consumption prediction based on car features. Saving prediction results into OCI Database with PostgreSQL

Components

• OCI Streaming
• OCI Data Flow
• OCI Database with PostgreSQL
• OCI Object Storage
• OCI Compute

Architecture

Functionality

Option 1 - Batch

• Run trainining batch application
• Run predict batch application
• Observe saved results in DB

Option 2

• Run trainining batch application
• Run data streaming application (Optional - Fake kafka stream)
• Run inference streaming application
• Observe saved results in DB