Exam Cloud Digital Leader topic 1 question 21 discussion

Cloud Dataflow is a fully managed, serverless data processing service that allows you to build and execute data pipelines for both batch and streaming data processing. It provides a unified programming model for developing data processing logic and automatically handles the underlying infrastructure and resource management.

B is correct

B is correct

Dataflow is correct.

Dataflow is a fully managed service that allows you to build and run streaming data pipelines without having to manage the underlying infrastructure. Dataflow will automatically scale your pipelines to meet the demands of your data.

Dataflow is a fully managed service that allows you to build and run streaming data pipelines without having to manage the underlying infrastructure. Dataflow will automatically scale your pipelines to meet the demands of your data.

For building streaming data pipelines without the need to manage individual servers and with automatic scalability, Google Cloud offers a managed service called Cloud Dataflow. Cloud Dataflow is a fully managed, serverless data processing service that allows you to build and execute data pipelines for both batch and streaming data processing. It provides a unified programming model for developing data processing logic and automatically handles the underlying infrastructure and resource management.

B. Dataflow

Processing is done by dataflow, pub/sub is for data ingestion.

Per Google Docs one of the key features of GCP dataflow is, " Minimize pipeline latency, maximize resource utilization, and reduce processing cost per data record with data-aware resource autoscaling. Data inputs are partitioned automatically and constantly rebalanced to even out worker resource utilization and reduce the effect of “hot keys” on pipeline performance" https://cloud.google.com/dataflow

Answer is B, Dataflow stream data processing pipelines

Instead, you want a managed service that will automatically scale with the amount of data to be processed.

Go for B

Dataflow Develop real-time batch and stream data processing pipelines. (Apache Beam)

Batch and Streaming pipelines

Dataflow

B. Dataflow