Given that server densities escalate, traditional air cooling techniques are proving to provide sufficient thermal management . Water cooling presents as a effective solution , delivering significantly improved heat dissipation compared to conventional air-based approaches . Such systems can involve chip-direct cooling, where coolant is pumped dire