Multiple MQTT/ AWS shadow services on one device

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Would it be considered bad design to have multiple MQTT / AWS services on one device. I am currently designing a system that has what can be considered multiple discrete functions / process's.

I am intending to have each process use it's own AWS named shadow's to sync settings and data. Each process will have its own client ID so no issues there and data use isn't an issue how ever the internet connection my not always be reliable.

Is there any major draw backs to this approach?

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