Intelligent Network Infrastructure: The "Next Hop" of Internet
An AI + Network proposal called Intelligence Driven Network will be proposed. The network, especially the OAM, will develop toward intelligent and high-level automatic. The next hop of Internet potent …
| Talk Title | Intelligent Network Infrastructure: The "Next Hop" of Internet |
| Speakers | Zhibo Gong (Principle Engineer, HUAWEI), Dave Meyer (Chief Scientist & Consultant, Huawei/University of Oregon) |
| Conference | Open Networking Summit North America |
| Conf Tag | |
| Location | Los Angeles, CA, USA |
| Date | Mar 26-30, 2018 |
| URL | Talk Page |
| Slides | Talk Slides |
| Video | |
An AI + Network proposal called Intelligence Driven Network will be proposed. The network, especially the OAM, will develop toward intelligent and high-level automatic. The next hop of Internet potentially transits from current to intelligence driven. We use the AI method in modelling and decision-making then implement the close-loop control of network traffic optimization. The core technologies are AI modelling (deep generative model) and Reinforcement Learning. In this presentation, the speaker will introduce how AI algorithms are used in network decision-making and how to optimizes the network traffic in several different scenarios, such as SD-WAN and Data Center. We believe that the combination of AI and Network potentially bring huge benefits for ISP and other service providers. Moreover, there will be a demo of Intelligence Driven Network in ONS.
