Key salting.

the two-minute refresher

• viral_url_abc becomes viral_url_abc:0 … :9 across ten partitions.
• Writes or reads pick a random suffix, spreading load tenfold.
• Reads that need the whole value must fetch all pieces and merge them.
• Sharded counters are the same idea for write-heavy counters.