Patent ID: 11914452
Assignee: DELL PRODUCTS L.P.
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 0:
1. A user interface system, comprising:
an extraction engine in communication with an a managed infrastructure, the extraction engine in operation receiving messages from the managed infrastructure and produces events that relate to the managed infrastructure and converts the events into words and subsets used to group the events into clusters that relate to failures or errors in the managed infrastructure, including managed infrastructure physical hardware, the managed infrastructure supporting the flow and processing of information, the extraction engine populating a database with a dictionary of event entropy where entropy is assigned to one or more as, the entropy normalizing events across data and datasets from the managed infrastructure, the extraction engine reformats data from the event messages to create reformatted data;
a deduplication engine coupled to the extraction engine configured to receive the data streams received from the managed infrastructure, the deduplication engine reducing duplicate copies of repeating data information and reduces a number of bytes of data information that need to be sent from the managed infrastructure;
a signalizer engine that includes one or more of an Non-negative Matrix Factorization (NMF) engine, a k-means clustering engine and a topology proximity engine, the signalizer engine determining at least a portion of one or more signalizer common steps from the events and produces the clusters relating to events, the signalizer engine determining one or more common characteristics of the events, where 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;
a failure count detection engine coupled to the signalizer engine for the continued production of the one or more signalizer common steps which in combination with the at least a portion of the one or more signalizer common steps of the signalizer engine produces the clusters relating to at least one of the alerts or events, the signalizer engine and the signalizer engine producing clusters relating to;
a compare engine configured to receive outputs from the signalizer engine; and
a situation room including an interactive user interface (UI) and a data system configured to provide managed infrastructure data to the UI, the UI configured to display situations from the clustered events, the UI including an external connection adapter configured to provide access to one or more data fields within a file that includes a display and a graphical user interface that provides for mapping of the one or more data fields to data from one or more data sources, the user interface being provided free of receiving textual programming code from the user, the compare engine communicating with the (UI) with clusters being displayed in the situation room; and event clustering dashboards for situations generated at least partially from a signalizer engine, the situation room including an event clustering dashboard for situations generated at least partially from the signalizer engine;
wherein the compare engine communicates with one or more user interfaces in the situation room, with a signalizer engine that includes an NMF engine, a k-means clustering engine and a topology proximity engine used with the comparison or merger engine and clusters are published on a system bus for display in the situation room, the reformatted data is received at the system bus, the system including dashboard converter logic that converts one or more of a situation and an alert from the system for clustering message received from infrastructure data to be compatible with the interface logic.