MaaSO assigns different parallelism strategies and batch sizes to LLM instances and routes requests by deadline, improving simulated SLO attainment by 15 to 30 percent.
Advanced intelligent manufactur- ing in process industry using industrial artificial intelligence,
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MaaSO: SLO-aware Orchestration of Heterogeneous Model Instances for MaaS
MaaSO assigns different parallelism strategies and batch sizes to LLM instances and routes requests by deadline, improving simulated SLO attainment by 15 to 30 percent.