Intelligent network operation platform for network fault mitigation
a network fault and intelligent technology, applied in the field of network fault resolution techniques, can solve the problems of increasing the capabilities of such networks, increasing the complexity of networks, and more difficult to diagnose and resolve network incidents, and achieve the effect of rapid diagnosis and resolution
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[0017]Embodiments of the present disclosure provide techniques for rapid identification of network incident causes and diagnosis of actions that may be executed (e.g., locally or remotely) to mitigate the causes of the network incidents. Using machine learning and artificial intelligence techniques, embodiments leverage historic network incidents data to determine the action(s) that may be executed to resolve the network incident cause. The network may be monitored for a period of time after execution of the action to ensure the cause of the network incident is resolved and additional actions may be executed if previous actions were unsuccessful in mitigating the cause of the network incident. The concepts disclosed herein may enable network faults to be resolved more rapidly and allow emerging network incidents (e.g., network incidents that have not previously occurred or occur infrequently) to be identified, resolved, and taken into consideration in the future, which may play a cr...
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