Historical Traffic Analysis at Scale: Using ClickHouse with ntopng

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Last year we have announced the integration of ClickHouse, an open source high-speed database, with nProbe for high-speed flow collection and storage. Years before we have created nIndex, a columnar data indexing system that we have integrated in ntopng, but that was just an index and not a “real” database. We have selected ClickHouse for […]

A Gentle Introduction To Timeseries Similarity in nDPI (and ntopng)

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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 […]

Data Aggregation in ntopng: Host Pools vs Observation Points

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ntopng allows users to aggregate data according to various criteria. In networking, IP addressing (network and mask/CIDR) and VLANs are typical solutions to the problem of aggregating homogeneous hosts (e.g. when hosts carry on similar tasks). Sometimes these aggregation facilities are not flexible enough to cluster hosts that have the same operating system, or flows […]

HowTo Monitor Traffic in SMEs and Home Networks: A Primer

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In the first part of this series of articles, we focused on monitoring ISPs and MSP traffic. Today we analyse network traffic in SMEs and home networks. The typical network layout of a home or a small business is depicted below.   The ISP provides a router for connecting to the Internet (e.g. xDSL or […]

HowTo Monitor Customer Traffic in Managed Service Providers and ISPs

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ISPs have provided Internet access to customers for years and the only goal was to connect their users to the Internet. Managed Service Providers (MSP) and Managed Security Service Providers (MSSP) deliver network, services and infrastructure on customer premises and have become relatively popular in the past few years. Over time customers started to ask […]

ntopng 5.0 Is Out: Modern Traffic Monitoring for AIOps and Cybersecurity

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ntopng was initially designed as a tool for realtime network traffic monitoring. The idea was to create a DPI-based tool able to report traffic statistics. Overtime we have added the ability to implement active monitoring checks, SNMP, and various other features. However there was a fundamental point that was missing: go beyond traffic reporting, moving […]