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In MySQL ecosystems, it has been a very common practice to shard MySQL databases by application keys, and to manage multiple small sized MySQL instances. Main reason of the sharding was that a single server could not handle so much data. 10 years ago, typical commodity servers had only 16GB RAM, and typical storage configuration was RAID10 with 6~12 SATA HDDs. There was no affordable flash storage
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