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There is a particular technology that addresses this shortcoming for MySQL databases. I'm talking about Vitess, which powers many of the largest and most trafficked sites on the web like YouTube, Pinterest, Slack, and others. Vitess is an early Go project that implements and manages horizontal sharding, improves query performance, and eliminates connection memory overheads for MySQL databases.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.