Cassandra/HBase or just MySQL: Potential problems doing the next thing?

I would just update the user count as a batch operation every N minutes rather than updating it in realtime. If there's only one process updating it, you don't need to worry about contention by definition.

MongoDB has update-in-place and a special inc operator for counters. blog.mongodb.org/post/171353301/using-mo....

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