COULER: An AI System Designed for Unified Machine Learning Workflow Optimization in the Cloud

Machine learning (ML) workflows, essential for powering data-driven innovations, have grown in complexity and scale, challenging previous optimization methods. These workflows, integral to various organizations, demand extensive resources and time, escalating operational costs as they expand to accommodate diverse data infrastructures. Orchestrating these workflows involved navigating through an array of distinct workflow engines, each with […]

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