Operator-level autoscaling meets LLM latency targets with 20-36% fewer GPUs and 14-28% less power than model-level replica scaling.
Look Ma, No Bubbles! Designing a Low-Latency Megakernel for Llama-1B
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.DC 1years
2026 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
OpScale: Operator-level Provisioning and Autoscaling for LLM Serving
Operator-level autoscaling meets LLM latency targets with 20-36% fewer GPUs and 14-28% less power than model-level replica scaling.