What role do algorithms play in traffic management?

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sadiksojib35
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What role do algorithms play in traffic management?

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That's why they are launching smart city solutions, data analytics platforms, cloud services, streaming apps, etc. GSMA research shows that additional products and services will account for 26% of revenue for 16 major operators in 2022 (18% in 2017).

Nowadays, telecom companies regulate the quality of service using different technologies depending on the data transmission environment and upper-level protocols.

In the context of 5G, the concept of network slicing is used. This approach creates virtual isolated networks that operate on top of the existing core communications network. Simply put, operators deploy venezuela telegram multiple network layers with different characteristics - separately for each service. For example, for the Internet of Things, streaming and online gaming.

Artificial intelligence can complement and improve these technologies. Modern AI systems analyze huge amounts of data, including video streams, in real time. This opens up new opportunities for dynamic and intelligent traffic management in mobile networks.

Juniper Research estimates that by 2028, telcos will increase their spending on AI in the area of ​​network automation to $20 billion, an increase of 240% compared to 2024.

On topic. All about 6G: what will mobile communications of the future be like?



As in many other systems, in mobile networks the components are divided according to the type of data processed and transmitted:

User plan (user level). At this level, user data is transmitted, such as voice call, SMS or Internet traffic.
Control plane (control level). Signal traffic is exchanged here. In essence, this is the part of the system that manages the data transmission network. At this level, functions such as authentication of user devices, session management and network policies, such as QoS, are implemented.
Management plane. At this level, a set of rules regulating the operation of the system is created, maintained, and changed. This level is intended for general administration and configuration of the network.
How the levels work can be explained using a simple example that does not relate to mobile networks. Let's imagine that all the traffic lights in a city are combined into a single system. The control plane is the central controller that, based on a set of rules, tells which traffic light to switch and when. The traffic light signals themselves are in the user plane. The management plane includes software that allows programming the controller based on specific scenarios (for example, changing the traffic light modes during rush hour).

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