Using Machine Learning

Summary: The Gamer's Private Network (GPN) is a consumer/server expertise created by WTFast for making the network efficiency of on-line games faster and extra reliable. GPN s use center-mile servers and proprietary algorithms to raised join on-line video-game players to their sport's servers throughout a wide-area network. Online games are an enormous leisure market and community latency is a key facet of a participant's competitive edge. Name mc This market means many different approaches to community architecture are applied by totally different competing companies and that those architectures are continuously evolving. Ensuring the optimum connection between a shopper of WTFast and the web sport they want to play is thus an incredibly troublesome downside to automate. Utilizing machine learning, we analyzed historical network information from GPN connections to explore the feasibility of community latency prediction which is a key a part of optimization. Our subsequent step can be to collect reside information (including shopper/server load, packet and port data and particular game state data) from GPN Minecraft servers and bots. We are going to use this info in a Reinforcement Studying mannequin along with predictions about latency to alter the purchasers' and servers' configurations for optimal network efficiency. These investigations and experiments will improve the standard of service and reliability of GPN programs.