Artificial intelligence and machine learning already have some impressive use cases for industries like retail, banking, or transportation. While the technology is far from perfect, the advancements in ML allow other industries to benefit as well. In this article, we will look at our own research on how to make the operations of internet providers more effective.
Improving 4G Networks Traffic Distribution With Anomaly Detection
Previous generations of cellular networks were not very efficient with the distribution of network resources, providing coverage evenly for all territories all the time. As an example, you can envision a massive area with big cities, little towns, or forests that span for miles. All these areas are receiving the same amount of coverage — although cities and towns need more internet traffic, and forests require very little.