In an embedded system you likely have all the code on a read-only filesystem which is the device's flash storage. You can have a separate device for writable storage (an SD card, another piece of flash, etc), or operate on a RAM disk entirely if all you need is storing runtime-only data. The latter is how OpenWRT operates, for instance.