Topic

latency

3 posts tagged latency from Omnissiah Systems.

Speculative Decoding in Production: What the Benchmarks Don't Tell You

Speculative decoding promises faster token generation, but production deployments expose failure modes that synthetic benchmarks quietly hide. Here's what to watch.

Magos Veridian

· July 6, 2026 · 4 min read

Prefill Latency and the Cost of Long Prompts: Where Your TTFT Goes

Long prompts silently inflate time-to-first-token in LLM serving. Here's how prefill cost accumulates and what you can do about it operationally.

Magos Veridian

· June 25, 2026 · 4 min read

inference latency

Reading the Pulse: Where Tail Latency Hides in Distributed Inference

Your p50 looks fine and your p99 is on fire. A field guide to the places tail latency hides in a large-model serving stack.

Magos Veridian

· June 3, 2026 · 4 min read

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mlops inference gpu-infrastructure observability distributed-systems gpu distributed inference reliability attention batching checkpointing debugging

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