Streaming applications continuously process data that is ever-changing and unbounded, contrasting with batch applications that operate on a fixed dataset. This fundamental difference leads to variations in application stability and adaptability, as streaming apps remain constant while the input data evolves. Understanding these distinctions is crucial for software developers navigating the complexities of data processing.
