White Paper: A Holistic Approach to Managing Liquid-Cooled AI Clusters

Picture of Wiwynn Wiwynn Updated on July 11, 2025

Whitepapers
White Paper: A Holistic Approach to Managing Liquid-Cooled AI Clusters
White Paper: A Holistic Approach to Managing Liquid-Cooled AI Clusters
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The integration of advanced liquid cooling systems in AI clusters is essential for maintaining thermal stability and optimizing performance. Key components such as AI racks, Cooling Distribution Units (CDUs), the Wiwynn UMS100 (Universal Management System), and AMI DCM (Data Center Manager) work together to ensure efficient cooling management. The Wiwynn UMS100 manages cooling at multiple levels, serving as a bridge between individual servers and the overall cooling system, while the AMI DCM provides a centralized platform for monitoring and managing all servers and devices within the AI cluster. This integrated approach enhances performance, improves energy efficiency, and ensures reliability.

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