In scope: batching and scheduling, KV-cache management and eviction, quantization at serving time, speculative decoding, prefill/decode disaggregation, paged attention, routing, throughput and latency engineering. Out: what the model can do (models), what a finished task costs (inference-economics), the silicon it runs on (hardware).
