Accuracy Is Speed: Towards Long-Context-Aware Routing for Distributed LLM Serving

Takeshi Yoshimura, Valentijn Dymphnus van de Beek, Tatsuhiro Chiba

Distributed LLM serving systems optimize per-request latency and throughput. However, under long-context workloads, inference accuracy becomes more variable. When incorrect respons…