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update exemplars and azure authentication topics. (#46382)

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2022-03-09 13:54:13 -05:00
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docs/sources/basics/exemplars/_index.md
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# Introduction to exemplars
An exemplar is a specific trace representative of a repeated pattern of data in a given time interval. It helps you identify higher cardinality metadata from specific events within time series data.
An exemplar is a specific trace representative of measurement taken in a given time interval. While metrics excel at giving you an aggregated view of your system, traces give you a fine grained view of a single request; exemplars are a way to link the two.
Suppose your company website is experiencing a surge in traffic volumes. While more than eighty percent of the users are able to access the website in under two seconds, some users are experiencing a higher than normal response time resulting in bad user experience.