In this approach, data management problems can largely be seen as anomalous behavior of data, which can be addressed by classifying data in a network, defining “normal behavior” (or “anomalous ...

Startup OpsMill today launched Infrahub, a new open-source platform designed to help enterprises manage their network configuration data. Paris-based OpsMill is led by Chief Executive Officer Damien ...

As IT organizations mature their network automation strategies, it’s becoming clear that network intent data is an essential foundation. They need reliable documentation of network inventory, IP ...

Modern networks have outgrown traditional network monitoring. The rapid expansion of cloud-based applications, remote work, and decentralized operations has made managing networks more complex than ...

Network observability tools emerged as an evolution of performance management products that aggregate data such as queue statistics, error counters, and log metrics ...

While artificial intelligence (AI) poses many risks for networks of all sizes, it also highlights the pitfalls of traditional network management in addressing real-time demands and unanticipated ...

Manan Shah is the Founder and CEO of Avalance Global Solutions, a California-based web3 cybersecurity and information security company. Data is at the core of the ongoing technological revolution.