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Is Docker the right tool for for multiple instances

I'm building a large solution which contains multiple applications and databases. The main "worker" in this solution is a console application which I need to run 20 instances. From an architectural view is Docker the correct tool for accomplishing multiple instances? If now would someone kindly point me in the direction that might be more reasonable?

Scott

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