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NetKV: Network-Aware Decode Instance Selection for Disaggregated LLM Inference

Announce Type: new Abstract: Disaggregated LLM inference forces the KV cache to traverse the datacenter network before decoding begins, so transfer time enters directly into the Time to First Token (TTFT) budget. Current schedulers route on compute load and prefix-cache locality alone, ignoring the topological distance and dynamic congestion between prefill and decode instances.

arXiv CS 7d ago