You Are Designing a Data Processing Pipeline

question 119

Multiple Choice

You are designing a data processing pipeline. The pipeline must be able to scale automatically as load increases. Messages must be processed at least once and must be ordered within windows of 1 hour. How should you design the solution?

• A) Use Apache Kafka for message ingestion and use Cloud Dataproc for streaming analysis.
• B) Use Apache Kafka for message ingestion and use Cloud Dataflow for streaming analysis.
• C) Use Cloud Pub/Sub for message ingestion and Cloud Dataproc for streaming analysis.
• D) Use Cloud Pub/Sub for message ingestion and Cloud Dataflow for streaming analysis.

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Definitions:

Personality State

Temporary behaviors or feelings that can change depending on the situation, distinct from longer-term personality traits.

Temporary Activation

A short-term increase in the activity or responsiveness of a particular neural pathway or system.

Consistent Tendency

A pattern of behavior or thought that is regularly observed in an individual or process over time, indicating a predictable way of responding.

Behavioral Tendency

A predisposition to act or react in a certain manner, often learned from past experiences or shaped by psychological factors.