US Patent 10205627 Method and system for clustering event messages

The current document is directed to methods and systems for processing, classifying, and efficiently storing large volumes of event messages generated in modern computing systems. In a disclosed implementation, received event messages are normalized to identify non-parameter tokens within the event messages. The non-parameter event tokens are used to compute a metric for each event message. The metrics are used, in turn, to identify a type-associated cluster to which to assign each received event message. The type-associated clusters are created dynamically as streams of event messages are processed. The type-associated clusters may be dynamically split and merged to refine event-message typing.