You should check out redis if you haven't yet. It's ideal for the counter use-case and with bit of smart thinking you can fit a surprising amount of data into

You should check out redis if you haven't yet. It's ideal for the counter use-case and with bit of smart thinking you can fit a surprising amount of data into a 32G or 64G machine (and then you can always shard).