초록 ▼

Pattern recognition of common modes by neural networks and other techniques are used to monitor and determine or predict the state of networks, computers, software systems, logical networks or other components of an information system, to report actual or predicted states, and to report other state

Pattern recognition of common modes by neural networks and other techniques are used to monitor and determine or predict the state of networks, computers, software systems, logical networks or other components of an information system, to report actual or predicted states, and to report other state characteristics.

대표청구항 ▼

[ We claim:] [1.]1. A system to determine and predict the state of at least one component in a networked computer system, comprising:a learning subsystem comprising components for a first step of collecting of data from an agent during typical operation of such information system and storing such da

[ We claim:] [1.]1. A system to determine and predict the state of at least one component in a networked computer system, comprising:a learning subsystem comprising components for a first step of collecting of data from an agent during typical operation of such information system and storing such data, and for a second step of analyzing such stored data by pattern recognition techniques to identify common modes of operation of such system or components thereof, and storing such common modes;a state-labeling subsystem comprising components enabling a human manager to label selected vectors at selected points as good or bad; anda monitoring subsystem comprising components for receiving data from data collection agents of state information on such information system or any component thereof, for comparing such data to such stored common modes, and for reporting when such information system or any such component thereof is in an unprecedented state.