Stream Mining via State Machine and High Dimensionality Database
AssigneeSRC, Inc.
InventorsMichael P. Card, Paul G. Springer
Life of this patent
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Abstract
A system and method for stream mining using state machines and high-dimensionality databases. After a data stream is digitized, a stream analyzer searches a high-dimensionality data structure containing state machine parameters to determine which state machines to activate and execute. A signal classifier creates the state machine parameters stored in the high-dimensionality data structure using a second high-dimensionality data structure programmed with information about signals of interest. If a state machine identifies a signal of interest, the system can optionally alert the user.
Claims19
A method for analyzing information from a data source, the method comprising:
- programming a first data storage structure with information about a signal of interest;
- creating a programmable logic device parameter using the information about said signal of interest;
- storing the programmable logic device parameter to a second storage data structure;
- programming at least one of a plurality of programmable logic devices with said logic device parameter;
- providing a digitized data stream from said data source;
- identifying which of said plurality of programmable logic devices to execute;
- and
- executing an identified programmable logic device with said digitized data stream.
A system for analyzing information from a data source, the system comprising:
- a digitized data stream;
- a signal classifier comprising a first data storage structure programmed with information about a signal of interest, wherein the signal classifier is adapted to generate a programmable logic device parameter;
- and
- a stream analyzer comprising a second data storage structure in communication with the first data storage structure and programmed with said programmable logic device parameters, and a plurality of programmable logic devices adapted to execute the digitized data stream, wherein the stream analyzer is adapted to identify which of the programmable logic devices to execute with the digitized data stream.
Dependencies are inferred from the claim text.