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350-901 · Question #15

Which data type should be used to store data received from model-driven telemetry?

The correct answer is B. Time Series database. Model-driven telemetry produces streams of timestamped metric data, which time series databases are specifically designed to store and query efficiently.

Infrastructure and Automation

Question

Which data type should be used to store data received from model-driven telemetry?

Options

  • ABigQuery database
  • BTime Series database
  • CNoSQL database
  • DPostgreSQL database

How the community answered

(38 responses)
  • A
    3% (1)
  • B
    89% (34)
  • C
    3% (1)
  • D
    5% (2)

Why each option

Model-driven telemetry produces streams of timestamped metric data, which time series databases are specifically designed to store and query efficiently.

ABigQuery database

BigQuery is an analytical data warehouse optimized for batch queries on large datasets, not for continuous high-frequency telemetry ingestion.

BTime Series databaseCorrect

Time series databases such as InfluxDB or Prometheus are optimized for ingesting high-frequency, timestamped data points - exactly what model-driven telemetry produces via streaming subscriptions. They provide efficient compression, retention policies, and time-range queries that relational and general-purpose NoSQL databases cannot match for this workload.

CNoSQL database

NoSQL databases are general-purpose document or key-value stores and lack the time-indexed optimization required for streaming telemetry data.

DPostgreSQL database

PostgreSQL is a relational database not natively optimized for time-series ingestion patterns, high write throughput, or automatic data expiration typical in telemetry use cases.

Concept tested: Time series database for model-driven telemetry

Source: https://developer.cisco.com/docs/model-driven-telemetry/

Topics

#Model-driven telemetry#Time Series database#Data storage#Network monitoring

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