TCP

Communications of the ACM has published a feature examining lessons learned from decades of developing internet protocols. The piece reflects on how early design decisions in protocols like TCP and IP shaped today's internet, and what those experiences teach engineers building new networking standards. It comes as the technical community debates protocol design for emerging areas such as the next generation of internet architecture.

Engineers are discussing a proposal to route large language model inference traffic across multiple providers using congestion control methods borrowed from TCP. The approach dynamically shifts requests toward faster or more reliable providers, similar to how internet protocols manage network congestion. Commenters see it as a practical answer to inconsistent latency and availability across AI inference services.