Managing network ecosystems for dependable services is a complex task, especially, with multiple interfaces, hardware and equipment. High availability of networks is an integral part of business operations, and drives client experience. Network infrastructure provides the foundational building blocks for companies to meet the growing customer needs specific to access, data, interconnectivity, interoperability solutions, and infrastructure.

The recent advances in AI and application of Machine Learning (ML) techniques can rapidly transform network operations from real-time monitoring to real-time prediction. Most of the AI models and platforms are designed to predict incidents few hours before by evaluating the symptoms, event paths and patterns.

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