For years, Nokia has positioned itself also as an AI company and is a key player of the 4th industrial revolution. Some of their latest in-house developments leverage deep learning to offer an accurate, proactive and network-wide solution to troubleshoot the internet access networks. Besides the value brought by the machine learning, a key aspect resides in the significant contributions of domain knowledge at each step of the design process.
Through this talk, some of our best practices will be shared regarding the development of specific deep learning systems as well as some insights about the benefits of such systems to solve real-world broadband concerns. These developments have been awarded at the Nokia Bell Labs AI Conference.