SELF-AWARE AND SELF-HEALING COMPUTING SYSTEM

Patent №

US 7,484,121

Granted

2009-01-27

Filed 2005

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11215760

Autonomic computing systems are self-aware and self-healing. Microstates of components of a system are organized into macrostates, and the macrostates are organized into meta-dynamic states (MDS's). When the system is perturbed, it is determined whether the system enters a given undesirable MDS. Where the system will enter an undesirable MDS, a microstate/MDS graph (MMG) is constructed depicting which meta-dynamic states the system enters when its microstates are changed. A self-heal graph (SHG) is constructed from the MMG. The undesirable MDS is at the center of, and a desired MDS is at the periphery of, the SHG. The SHG has paths from the undesirable MDS to the desired MDS, each path having an associated cost incurred if the system moves along the path. An optimal path is selected from these paths that have the lowest associated costs. The system moved on the selected optimal path to reach the desired MDS.

Machine learningPlanningAI hardwareG06F 11/1423G06F 11/008G06F 11/3447G06F 11/3452G06F 11/3495G06F 2201/875

AI classification

AI hardware1.00
Machine learning1.00
Planning0.78
Knowledge representation0.07
Natural language0.01
Evolutionary computation0.01
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 168540539

Assignors

GANGADHAR, DEEPAK K.

On an employer assignment, the assignors are typically the inventors.

From the same owner

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