🚀HardInference OptimizationPREMIUM

Continuous Batching & Scheduling

Understand high-throughput request schedulers for LLM serving, focusing on continuous batching, prefill-decode disaggregation, and latency-aware scheduling.

What you'll master

Static vs continuous (in-flight) batching

Prefill vs decode phase scheduling

TTFT vs TBT latency metrics

Priority queuing and preemption

GPU utilization optimization

KV Cache Management

Hard25 min readIncludes code examples, architecture diagrams, and expert-level follow-up questions.

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