Coolant distribution units with localized processing

Abstract

A computer implemented method includes receiving, at a computing system, a first real-time input from a cooling system comprising a physical cooling unit providing cooling to liquid coolant within a first range of the computing system. The method includes providing the first real-time input to a machine learning model stored within memory of the computing system, the machine learning model including a model of the physical cooling unit trained to predict behavior of the physical cooling unit. The method includes generating, by the machine learning model, a first output comprising a predicted value of an operational parameter based on the first real-time input. The method includes generating an instruction for operation of the physical cooling unit based on the first output, and communicating the instruction to a controller of the physical cooling unit.

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