Method, system, and programs for event state management in stream processing. In one example, a batch of events is created from a plurality of input events. The batch is associated with a state and is to be processed in one or more stages. The batch of events is stored in a persistent storage. The state associated with the batch is updated based on results of processing the batch in the one or more stages. The state associated with the batch is retrieved.