In real-time data processing, ________ are used to capture and store streams of data for further analysis.
- Data buffers
- Data lakes
- Data pipelines
- Data warehouses
Data pipelines play a vital role in real-time data processing by capturing and storing streams of data from various sources, such as sensors, applications, or IoT devices, for further analysis. These pipelines facilitate the continuous flow of data from source to destination, ensuring data reliability, scalability, and efficiency in real-time analytics and decision-making processes.
Loading...
Related Quiz
- What is the difference between a Conformed Dimension and a Junk Dimension in Dimensional Modeling?
- The choice between data modeling tools such as ERWin and Visio depends on factors like ________.
- What does completeness measure in data quality metrics?
- The process of designing a data warehouse using Dimensional Modeling techniques is known as ________.
- What is shuffle in Apache Spark, and why is it an expensive operation?