Patra-RGCN Dataset

The Patra-RGCN dataset represents AI/ML model cards, their associated AI/ML models, and characteristics about the packaged, deployed inference models during use at the edge. It is a dump of a Neo4j graph database. The dataset was created by running the Cyberinfrastructure Knowledge Network (CKN) framework on an edge system which deploys AI/ML models to the edge and collects information about their behavior during use. The graph dataset represents 385 model deployments over time. The dataset is described in more detail in the following: Priya, K., S. Withana, and B. Plale, 2025. Patra-RGCN: Missing Link Prediction in Model Card Graphs through Node Property Encodings, Proc 2025 IEEE 21st Int’l Conf on eScience (eScience), Chicago, IL Sep 2025, DOI forthcoming