DECOUPLING ONTOLOGIES IN DISTRIBUTED DATA MESH

Implementations include systems and methods for decoupling ontologies in distributed data mesh. A computer-implemented method includes obtaining imported information indicating computational resources, requested analyses, and data ontology; creating, from the imported information, a knowledge graph as a computer-readable data structure including nodes and connections between the nodes, the nodes including: data nodes, each data node representing a computational resource, analysis nodes, each analysis node representing a requested analysis, and ontology nodes, each ontology node representing an axiom of the data ontology; generating, from the knowledge graph, a functional data mesh as a computer-readable data structure that identifies computational resources to perform the requested analyses; validating states of the functional data mesh to determine a recommended configuration; and exporting a distributed data mesh based on the recommended configuration.