The query without load is still under 1 second. But under load, response time
can be much longer due to the queued up query.

We would like to shard the data to something like 6 M / shard, which will
still give a under 1 second response time under load.

What are some best practice to shard the data? for example, we could shard
the data by date range, but that is pretty dynamic, and we could shard data
by some other properties, but if the data is not evenly distributed, you may
not be able shard it anymore.



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