A Gentle Introduction To Timeseries Similarity in nDPI (and ntopng)
Introduction Let’s start from the end. In your organisation you probably have thousand of timeseries of various nature: SNMP interfaces, hosts traffic, protocols etc. You would like to know what timeseries are similar as this is necessary for addressing many different questions: Host A and host B are two different hosts that have nothing in common but have the same traffic behaviour. Host C is under attack: who else is also under attack? SNMP interface X and interface Y are load balancing/sharing the same traffic: is their timeseries alike or …