Final answer:
Hadoop and Spark are software tools used to manage streaming data.
Step-by-step explanation:
The combination of software tools used to manage streaming data includes Hadoop and Spark. Hadoop is an open-source software framework used for storing and processing large datasets in a distributed computing environment. It is designed to handle big data and provide scalable and reliable data storage and processing. Spark, on the other hand, is a fast and general-purpose cluster computing system that allows for real-time data processing and analytics.