Amazon Neptune Database now integrates with GraphStorm for scalable graph machine learning

Amazon Neptune Database now integrates with GraphStorm, an open-source graph machine learning library designed for enterprise-scale applications, enabling scalable graph machine learning capabilities.

• Combines Neptune's OLTP graph capabilities with GraphStorm's scalable inference engine
• Allows developers to train Graph Neural Network (GNN) models and deploy real-time inference endpoints
• Enables sub-second graph neighborhood predictions and model inferences
• Supports use cases like fraud detection, dynamic recommendations, and graph-based risk scoring
• Facilitates ML feedback loops within graph applications

The integration is available in all Amazon Neptune Database regions, providing enterprises with advanced graph machine learning capabilities for real-time decision making.