Big data security analytics can be categorized into real-time analytics which inspect network traffic in real-time, and historical analytics which analyze stored network data. Real-time analytics further includes deep packet inspection which analyzes packet payloads and stateful packet inspection which analyzes packets in the context of traffic flows. Real-time analytics solutions can also be self contained or integrated as an add-on to existing security tools.