Richard Lyon

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Metrics, being time series, are usually stored in a Time Series Database (TSDB). A TSDB is a specialized sort of database designed for storing time series data, which is fundamentally key-value pairs made up of a timestamp (when the measurement was taken) and a value. We refer to the key-value pair as a datapoint.
Practical Monitoring: Effective Strategies for the Real World
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