Dataflow programming is a paradigm where the program is modeled as a directed graph of data flowing between operations, emphasizing the movement of data and the dependencies between operations rather than the control flow. It allows for parallel execution of operations as soon as their input data is available, making it suitable for high-performance and concurrent computing applications.