Data streams are ordered sequences of real-time data requiring immediate processing. Java introduced Stream Gatherers in version 24 to enhance the Stream API by allowing custom transformations. This system improves efficiency, scalability, and resource optimization, leading to better performance in handling large data volumes, especially in real-time analytics contexts.