Methods for decomposing events from managed infrastructures
A method is provided for clustering events. Messages are received at an extraction engine from managed infrastructure that includes managed infrastructure physical hardware that supports the flow and processing of information. Events are produced that relate to the managed infrastructure. The events are converted into words and subsets used to group the events that relate to failures or errors in the managed infrastructure, including the managed infrastructure physical hardware. One or more common characteristics of events are determined and clusters of events are produced relating to the failure or errors in the managed infrastructure. A source address is used for each event as is a graph topology of the managed infrastructure to assign a graph coordinate to the event. Membership in a cluster indicates a common factor of the events that is a failure or an actionable problem in the physical hardware managed infrastructure directed to supporting the flow and processing of information. In response to production of the clusters one or more physical changes are made in the managed infrastructure hardware.
1. A method for clustering events, comprising:
receiving messages at an extraction engine from a managed infrastructure that includes physical hardware managed infrastructure that supports infrastructure data;
providing a text input module coupled to the extraction engine;
producing events that relate to the managed infrastructure and converting the events into a sequence of attributes that have text or numerical values indicative of a state of a hardware component;
using the extraction engine to extract text or numerical values from event messages and convert them into words and subtexts
determining one or more common steps to ascertain how many clusters to extract from events, where membership in a cluster indicates a common factor that can be a failure or an actionable problem in the managed infrastructure, where membership in a cluster indicates a common set of attributes of the events that is a failure or an actionable problem in the physical hardware managed infrastructure directed to infrastructure data, in response to production of the clusters of events one or more physical changes in a managed infrastructure hardware is made;
using a source address for each event and a graph topology of the managed infrastructure to assign a graph coordinate to the event when a graph topology is executed.
2. The method of claim 1 , wherein the managed infrastructure is from a business organization.
3. The method of claim 1 , wherein the managed infrastructure includes, computers, network devices, appliances, mobile devices, text or numerical values from which those text or numerical values indicate a state of any hardware or software component of the managed infrastructure.
4. The method of claim 1 , further comprising: a publication message bus.
5. The method of claim 1 , further comprising: a data bus web server coupled to one or more user interfaces.
6. The method of claim 1 , wherein a plurality of link access modules are in communication with a data bus.
7. The method of claim 1 , further comprising: a database.
8. The method of claim 1 , wherein a dictionary is generated with the word and subtexts using Shannon Entropy, −ln(1/NGen) and normalizes the words and subtexts.
9. The method of claim 8 , wherein normalized words and subtexts are mapped from a common 0.0 to a non-common 1.0.
10. The method of claim 1 , further comprising: an entropy database that in operation normalizes entropy for events.
11. The method of claim 10 , wherein normalized entropy for events is mapped to a common, 0.0 and a non-common, 1.0.
12. The method of claim 1 , wherein entropy is assigned to alerts.
13. The method of claim 12 , wherein the alerts are passed to a sigalizer engine.
14. The method of claim 13 , wherein the sigalizer engine generates clusters of alerts.
15. The method of claim 1 , further comprising: determining hop and a proximity of the source of the event.
16. The method of claim 1 , further comprising: calculating one or more distances between tile vectors.