Stated SLA is 5000 storage transactions per account per second. 10M transactions in 10 days is very reasonable for Azure Storage to handle, unless you're trying to process them all in 10 minutes or some other short amount of time.
Chances are that you're not being throttled, but Azure Storage is having intermittent issues or your code has issues. I'd suggest contacting support.
Auto-scaling & monitoring service for Windows Azure applications at
http://www.paraleap.com