I have an existing cluster, but want to add a machine that has more RAM/disk. Is it possible to use servers that have different configuration.
Yes. Aerospike does not require that each node be the same hardware. However, the cluster randomly and evenly distributes data across the nodes, so the cluster will be limited to the performance of the node with the least capacity.