In progress requests pile up and are never deleted
If this isn't addressed, redis store could fill up which could create performance issues for the application as every request will try to write to the redis store.
Solutions
Set an expiry when creating InProgress keys. We lose the data if InfluxDb goes down for an extended period of time, but we decrease possibility of jeopardizing application performance
Also, check for InProgress keys during send. Use timestamp added to in progress flag when sending to InfluxDb
What happens if InfluxDb goes down
Solutions