This talk will be summarizing the interesting facts learned deploying and operating HBase clusters of various sizes and applications over the last few years. It will guide the aspiring HBase user as well as beginners to plan and design their cluster appropriately given a specific use-case. We will adress heap sizes, number of write-ahead logs, flush sizes, the number of regions per server and their respective sizes.