Cycle Orchestrator: A knowledge-based approach for structuring cyclic ML pipelines in the O&G industry

Abstract

This work introduces the Cycle Orchestrator, a microservices infrastructure to structure and manage workflows related to heterogeneous data from the O&G domain. Through a knowledge-based perspective, it leverages reasoning, explainability and collaboration among stakeholders.