The paper defines server chain composition for large-memory jobs as an NP-hard problem and gives scalable algorithms with performance guarantees that reduce response times in foundation model serving.
Queueing, predictions, and large language models: Chal- lenges and open problems.Stochastic Systems, 15(3):195–219, 2025
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.DC 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Serving Chain-structured Jobs with Large Memory Footprints with Application to Large Foundation Model Serving
The paper defines server chain composition for large-memory jobs as an NP-hard problem and gives scalable algorithms with performance guarantees that reduce response times in foundation model serving.