Network route generation method and system

Abstract

The invention provides a network route generation method and a network route generation system and relates to the field of artificial intelligence and networks. The method comprises the following steps: acquiring network topology of a network equipment system through an independently arranged machine learning system, generating an analog network, and performing self-training according to rules submitted by the network equipment system and the analog network; obtaining a plurality of routing set information according to the input information from the network equipment system by the machine learning system, verifying the routing set information through the analog network in sequence from high to low according to the evaluation scores of the routing set information, selecting the optimal routing set information and outputting the optimal routing set information to the network equipment system; and modifying the routing information on the network equipment according to the optimal routingset information by the network equipment system. According to the method, network resources, network states and time factors are comprehensively considered. The congestion and the underload in the network are prevented from occurring in multiple routes with the same source and destination as much as possible.

Description

technical field [0001] The invention relates to the fields of artificial intelligence and networks, in particular to a method and system for generating network routes. Background technique [0002] The importance of the Internet is well known. The Internet has also become a powerful information acquisition tool that people cannot do without, and plays an extremely important role in people's work and life. The Internet is also built on a variety of network technologies and methods. [0003] Packet technology is the foundation and core technology of the Internet. One of the core functions of the packet technology is to find a suitable path for the data packets encapsulated in the network data, and to quickly and effectively transmit the data packets to the destination. That is to say, the route generation method is one of the core technologies of the network. [0004] The industry's research on network route generation methods has been going on for decades, and many routing...

AI Technical Summary

Problems solved by technology

[0008] Static routes do not change over time, but in fact the network traffic corresponding to static routes changes dynamically, which will lead to congestion (traffic exceeding the rated forwarding capacity of network resources) and underload (traffic not reaching the capacity of network resources) on this route. Rated forwarding capacity), reducing the performance of the network

[0009] The route generated based on the destination address does not take factors such as network status and time into account. When the network resources remain unchanged, the route corresponding to the data packet with the same destination address is generally determined, so the congestion and underload of the static route exist. problem, the route generation method based on the destination address is also unavoidable

[0010] Therefore, the existing route generation method is not the optimal solution at certain times and under specific network conditions, such as: multiple routes starting from the same source node and terminating at the same destination node, some routes are overloaded with traffic, while some routes are underloaded , so that the network performance is not optimal, and the utilization rate of network resources is not high enough

Images