You are tasked with the real-time analysis of incoming telemetry data from IoT devices. The data must be ingested, processed, and then scored for machine learning. Which combination of Google Cloud services should you employ to best fulfill these requirements?
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Correct answer: Cloud Pub/Sub for data ingestion, Cloud Dataflow for processing, and Cloud BigQuery for storage and analysis.
Why this is the answer
*Explanation:* The ideal combination of Google Cloud services for real-time analysis of incoming telemetry data from IoT devices is to use **Cloud Pub/Sub for data ingestion, Cloud Dataflow for processing, and Cloud BigQuery for storage and analysis (option A. **. This combination allows for real-time data ingestion, processing, and analytical storage, meeting the requirements effectively. Options B, C, D, and E are not well-suited for this specific use case and have limitations in terms of real-time data processing and analysis.
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