Orange integrates Augtera Network AI platform to its NOC tools to leverage AI/ML in daily network operations. This will reduce Network Operation Centers alarms by 70% and prevent failures.

Addressing Elephant Flows: Managing Traffic Polarization in Data Center Fabrics

In the rapidly evolving world of data centers, particularly those used for large model training, a looming challenge is becoming increasingly evident: managing traffic polarization. The issue arises due to the Elephant traffic flows, which are characterized by their low entropy. This presents hashing functions with the daunting task of effectively load balancing these traffic patterns across multiple Equal-Cost Multi-Path (ECMP) routes.

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The Imperative of Network AI and Observability in a Complex Cyber Environment 

In our modern, hyper-connected era, the role of network observability has ascended to a pivotal position for businesses across the globe. As enterprises deepen their integration with digital platforms, the imperative to fortify their security and maintain operational resilience has never been more pressing. The labyrinth of cyber threats is in constant flux, necessitating unwavering attention and proactive measures.

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