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How do the computational nodes in Snowflake work?

I have an API job crashing often causing memory issue(Java Heap error) leading to other jobs failing. The warehouse is Snowflake(Standard edition) and we have created 6 warehouses. If I isolate the API job for computation, will it save other jobs from crashing? How does Snowflake computational nodes can be utilised here?

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