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FluidPD: In-Place Elasticity for SLO-Aware Prefill-Decode Disaggregated LLM Serving
Not provided in the abstract
SLOelasticitydisaggregated systemsresource management
2610.06917
Builder Relevance
1h ago80%
Abstract
FluidPD introduces a system for LLM serving that enhances service quality by addressing prefill and decode demand imbalances.
Reality Card
Core Claim
FluidPD improves overall SLO attainment by up to 94.6 percentage points compared to static configurations.
Method / Result
FluidPD's mechanisms improve SLO attainment by up to 94.6 percentage points.
Limitations
The paper does not specify the authors or provide detailed experimental setups, which may limit reproducibility.
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