As mentioned in one of the first posts about Apache Beam, the concept of window is a key element in its data processing logic. Even for bounded data a default window called global is defined. For the unbounded one the variety of windows is much bigger.
Regarding to batch-oriented processing in Spark, new transformation types in Spark Streaming are based on time periods.
