Anomaly detection in a network based on a key performance indicator prediction model
摘要
說明書
KPIs may relate to communications associated with one or more dimensions such as a sending site, a receiving site, a virtual local area network (VLAN) identification, a virtual extensible local area network (VXLAN), a subnet associated with an endpoint, an API of the communication (e.g., an application used for the communication, a communication type, and/or the like), a protocol of the communication, a server name, a server network address, a server medium access control (MAC) address, an endpoint name, an endpoint network address, a country from which a data packet is sent, a country to which the data packet is sent, a user associated with the communication, a type of service associated with the communication, a server port, a client port, a request code a response code, a universal resource locator (URL) of a host, a voice over internet protocol (VOIP) address, and or the like. KPIs may relate to a performance indicator for one or more dimensions and may relate to unidirectional or bidirectional communications between the endpoints at site 1 and the endpoints at site 2. KPIs may relate to packet counts, total requests, total responses, bit rates, connection counts, average packets lost, control bit rates, packets out of order, latency, and/or the like. Additionally, KPIs may relate to various time intervals (e.g., 0.1 seconds, 1 second, 30 seconds, 1 minute, 1 hour, and/or the like).
