Network status detection
A network status is determined based on channel data specifying at least one channel characteristic of a communications channel. Changes in various channel characteristics are indicative of changes in a status of a distributed network. Therefore, these channel characteristics can be monitored over time to identify changes to the status of the distributed network. Changes to channel characteristics can be identified based on normalized channel data that is normalized relative to reference channel data. Status scores are generated based on the normalized channel data. The status scores are, in turn, normalized for channels that are identified as valid channels. The normalized status scores are adjusted based on variations of the channel data and the network status is identified based on status score variations. Status data identifying the network status is generated based on the status of the network.
1. A computer-implemented method, comprising:
for each of a plurality of communications channels arranged to convey data in a network, using one or more processors configured and arranged for:
accessing channel data that specifies at least one channel characteristic for the communications channel;
normalizing the channel data based on reference channel data;
generating status scores based on the normalized channel data, the status scores being a vector of values representing the status of the communications channel;
normalizing the status scores for each communications channel that is in a valid operating state;
adjusting the status scores based on variations of the channel data; and
determining whether a network status has changed based on status score variations at least in part including identifying reference status scores for the channel, the reference status scores corresponding to a network event, and including determining that the network status has changed when the status score variations are indicative of the network event based on the reference status scores; and
generating status data based on the determination;
accessing status scores generated for channel data representing a channel status during a previous network event;
indexing the status scores as reference status scores for the network event;
accessing data that identifies relationships between the reference status scores and the network event; and
determining a network status based on the status score variations and the reference status scores according to the data identifying relationships between the reference status scores and the network event.
2. The method of claim 1 , wherein the status scores comprise a sequence of status scores that representing a channel status over two or more time periods.
3. A system, comprising:
a network management system comprising one or more processors to receive channel data and event data for a plurality of communications channels of a network, the channel data specifying at least one channel characteristic for each of the plurality of channels, the event data specifying one or more network events;
a data store coupled to the network management system to store the channel data and event data;
a status subsystem coupled to the network management system and the data store, the status subsystem operable to determine a distributed network status based on status score variations for each of the plurality of channels, the status score variations being based on normalized status scores for the channels and reference status scores associated with a network event, wherein the status subsystem is further operable to access data that identifies relationships between status scores and a network event and determine a network status based on the status score variations and the reference status scores.