Logstash consumes too much CPU while Redis is down

We have multple pipelines, which has the same structure: Redis cache in seperate environments and one centralized ELK stack. To save up some money, we shut down our dev environments every day.
Our problem is, that while Redis is down, Logstash consumes nearly 100% CPU. Is there any solution for this problem?
We tried to set timeout for Redis iput plugin, but it seemed, it just delayed the high CPU usage.
Everything is running in seperate Docker containers and in seperate envrionments/virtual machines.

Logstash 6.8.10

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