A data center system includes a frame assembly that includes a plurality of bays defined along a lengthwise dimension of the frame assembly, the plurality of bays arranged in a plurality of stacked layers of bays, the plurality of stacked layers including at least a first layer of bays and a second layer of bays positioned vertically above the first layer of bays; a plurality of server racks positioned in the bays of the first layer of bays, each of the server racks configured to support a plurality of data center server devices that define a particular amount of computing power; and a plurality of network switches positioned in the bays of the second layer of bays, each of the network switches communicably coupled to at least one of the data center server devices in the first layer of bays.