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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
If you have SNMP access to your switches, a very simple quick start is to use Cacti (https://www.cacti.net/) which will give you some nice graphs in no time at all. Far less complex than setting up/configuring a full monitoring system or NetFlow/SFlow.
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Related posts
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PHP errors with Cacti
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CVE-2022-46169: Unauthenticated Command Injection in Cacti detected as being exploited in the wild - see comments
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What's a good free/cheap monitoring software?
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Help out a new sysadmin?
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Is there a good tool that I can deploy to a micro PC that can monitor/log/report different stats of network health?