A fluid delivery system configuration is described for use with an array of liquid submersion cooled electronic devices disposed in a rack, such as an army of liquid submerged servers. The fluid delivery system allows for the pumping system to generate pressure and flow of the cooling system fluid at slightly higher levels than is necessary for the worst case device/position within the array and to provide for uniformity of delivery pressure and coolant flow to each and every device within the array.