As server workloads grow , traditional forced cooling methods are failing to ensure adequate thermal regulation. Water cooling presents as a promising solution , delivering significantly superior heat rejection compared to typical air-based approaches . These methods can involve direct-to-chip cooling, where coolant is pumped directly to the heat-g