Before the Resilient and Intelligent Next-Generation Systems (RINGS) programwas launched, the US Department of Defense had invested 600 million USD in 5G technologies. Other industries are also relying on next-generation telecommunications systems to advance everything from telemedicine to intelligent device management, including critical areas such as healthcare and utilities.
But to create true resilience, companies must go beyond traditional network monitoring. Newer solutions such as AIOps (Artificial Intelligence for IT Operations) and Network Observability help identify and resolve network outages in less time, thereby strengthening network resilience and performance.
What is AIOps?
AIOps is the method of using artificial intelligence and its components (such as predictive analytics or machine learning) in IT operations. AIOps collects data from various sources and transforms it into actionable information. This enables companies to proactively address or even predict certain situations – for example, if there are signs of a network attack or a service interruption.
How is AIOps different from traditional network monitoring?
AIOps goes beyond traditional network monitoring. The system not only provides companies with predictive intelligence that allows systems to detect a potential problem in advance, but can also respond to it automatically.
If intervention is necessary, AIOps delivers data from connected resources (such as sensors, cameras, other devices and network elements) and separates important information from unimportant information. This allows IT management to see directly which information has a high priority and the team can focus on the urgent cases. AIOps therefore offers a high degree of observability for all processes in a next-generation network.
What is Network Observability and why is it so important?
Being able to observe the entire network gives IT managers Indonesia Phone Number List a critical advantage when it comes to achieving true resilience. Observability isn’t just about seeing what’s happening on the network: it’s about being able to leverage multiple sets of data to quickly identify and resolve problems before they become disruptive. Instead of using log data alone to identify problems, organizations can leverage a combination of log data, application data, and other metrics.
Think of observability as the ability to look straight ahead, left and right:
On the left is the past: what has happened recently in the network?
In the middle is the present: what is happening in the network right now?
On the right is the future: what is likely to happen in the future given what has happened before and is happening now?
What we see about the future is based on the large amount of data about the past and present.
How is observability different from traditional network monitoring?
Network monitoring is a reactive measure: IT managers Cell Phone Number Database are only alerted to problems after they have already occurred. AIOps-based observability is a proactive measure. It is more likely to prevent problems and build resilience.
In addition, today’s networks are highly complex. They consist of internal, local and hybrid clouds and are constantly changing. In order to manage them effectively and ensure smooth operations, you need to be able to keep an unfiltered view of them.
How does all this relate to performance?
With the advent of 5G , the increasing proliferation Bulk Database of smart devices, and the prospect of remote working environments remaining commonplace for the long term, our world is more connected than ever. A single loss of connectivity can cause minor inconveniences (like a social media platform going down) but also serious major disruptions, such as an attack on a utility company.
AIOps and observability provide effective protection against these disruptions. AIOps helps predict downtime and proactively address threats. And when a problem does occur, observability enables teams to quickly identify it and trace it back to the source, ensuring networks maintain high performance and resilience.
