Given that server loads increase , traditional fan cooling techniques are failing to provide sufficient thermal regulation. Fluid cooling emerges as a viable solution , delivering significantly superior heat rejection compared to standard air-based approaches . This methods can involve chip-direct cooling, where coolant is channeled directly to the