Disclosed herein are system, method, and computer program product embodiments for efficiently maintaining a distributed processing of data between a source and sink. An embodiment operates by maintaining a scheduler in communication with the source and the sink, wherein the source and the sink communicate over a network. The scheduler identifies an utilization of a resource unit of the source, the sink and/or the network meeting or exceeding a predetermined threshold. After identifying that the utilization of the resource unit of the source, the sink and/or the network meets or exceeds a predetermined threshold, the scheduler triggers an operator of the source and/or the sink. The operator modifies a processing of data by the at least one of the source and the sink.