Which component in a data pipeline is responsible for generating alerts?
- Data sink
- Data source
- Data transformation
- Monitoring system
The monitoring system is responsible for generating alerts in a data pipeline. It continuously observes the pipeline's performance and data flow, triggering alerts based on predefined thresholds or conditions. These alerts notify stakeholders about anomalies, errors, or performance degradation in the pipeline, enabling timely intervention and resolution to maintain data integrity and operational efficiency.
Loading...
Related Quiz
- Kafka Streams provides a ________ API for building real-time stream processing applications.
- Denormalization involves combining tables to ________ redundancy and improve ________.
- One drawback of using indexes is the potential for ________ due to the additional overhead incurred during data modification operations.
- How does metadata management facilitate data governance through data lineage?
- In data lineage, what does metadata management primarily focus on?