AI-102 · Question #133
Which scenario is an example of a streaming workload?
The correct answer is D. sending telemetry data from edge devices. A streaming workload involves continuous, often real-time, ingestion and processing of data as it is generated, such as telemetry data from numerous edge devices.
Question
Options
- Asending transactions daily from point of sale (POS) devices
- Bsending cloud infrastructure metadata every 30 minutes
- Csending transactions that are older than a month to an archive
- Dsending telemetry data from edge devices
How the community answered
(36 responses)- B3% (1)
- C3% (1)
- D94% (34)
Why each option
A streaming workload involves continuous, often real-time, ingestion and processing of data as it is generated, such as telemetry data from numerous edge devices.
Sending transactions "daily" implies a batch processing workload, where data is collected over a period and then processed at a scheduled interval, rather than continuously.
Sending cloud infrastructure metadata "every 30 minutes" describes a scheduled batch process, not a continuous stream of data.
Sending transactions "older than a month to an archive" is a historical data movement or batch archival process, not real-time streaming data processing.
Sending telemetry data from edge devices exemplifies a streaming workload because it involves a continuous, real-time flow of small data packets that need to be processed immediately as they arrive, typical for monitoring and immediate analysis.
Concept tested: Streaming data workloads
Source: https://learn.microsoft.com/en-us/azure/architecture/data-guide/big-data/streaming-data
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