https://www.influxdata.com/what-is-time-series-data/?utm_source=vendor&utm_medium=referral&utm_campaign=2023-04_spnsr-ctn_monitoring-logs_tns has unique characteristics that distinguish it from other types of data. But even within the scope of time series data, there are different types of data that require different workloads.

Systems designed to store time series data don’t all handle those different query patterns the same.

Logs are the most challenging type of time series data to work with, so let’s dive into why that’s the case.

That means the database likely needs to store the data differently than other types of time series data, and query patterns must account for the shape of log data.

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