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Note: Depending on the scheduling requirements it might make sense to reuse slots which have been freed on the JobMaster because it reduces latency or to return them and to ask for properly sized slots because it improves resource utilization (assuming different resource requirements). At the moment, we assume that reusing slots is possible. In the future we might have to make this behaviour configurable.

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