The traditional network management model is buckling under the weight of increasing complexity, scalability demands, and the relentless pace of digital transformation. As businesses increasingly rely on cloud-based applications and services, network infrastructures must rapidly scale to accommodate fluctuating workloads. Simultaneously, the proliferation of IoT devices and the growing volume of data generated by these devices are straining existing network architectures. This complexity, coupled with the need for constant network optimization, has overwhelmed traditional network management approaches, leading to increased operational costs, service disruptions, and hindered innovation.
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