Time series databases like VictoriaMetrics, Prometheus, and InfluxDB efficiently handle vast amounts of timestamped data and have become crucial for applications in infrastructure monitoring, finance, IoT, and manufacturing, with open source solutions providing superior performance and flexibility compared to proprietary options despite challenges like high cardinality and high time series churn.
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