Utilizing Machine Learning

Summary: The Gamer's Private Community (GPN) is a shopper/server expertise created by WTFast for making the community efficiency of on-line video games faster and extra dependable. GPN s use middle-mile servers and proprietary algorithms to raised connect on-line video-recreation gamers to their game's servers throughout a wide-area community. Online games are a large entertainment market and community latency is a key facet of a player's competitive edge. Minecraft Servers Minecraft List This market means many different approaches to network architecture are implemented by completely different competing firms and that those architectures are continually evolving. MINECRAFT Ensuring the optimal connection between a consumer of WTFast and the web recreation they wish to play is thus an extremely tough downside to automate. Using machine learning, we analyzed historical network information from GPN connections to explore the feasibility of network latency prediction which is a key part of optimization. Our next step will likely be to collect live data (together with shopper/server load, packet and port information and specific game state info) from GPN Minecraft servers and bots. We are going to use this data in a Reinforcement Learning model along with predictions about latency to alter the clients' and servers' configurations for optimum community efficiency. These investigations and experiments will enhance the standard of service and reliability of GPN techniques.