Storing time series data in ram so you can instantly generate pretty graph of various metrics is all the rage right now. The longer you want to keep the the data, the bigger the ram requirements. You might be wondering, why not storing the data on SSD? The answer is the bosses love pretty charts that loads INSTANTLY. The fact the the metrics database uses 200GB of RAM is not their concern.