ConsumerBench reveals that running multiple generative AI apps concurrently on a consumer GPU causes severe starvation under greedy allocation and wasted capacity under static partitioning, driving the need for SLO-aware scheduling.
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ConsumerBench: Benchmarking Generative AI Applications on End-User Devices
ConsumerBench reveals that running multiple generative AI apps concurrently on a consumer GPU causes severe starvation under greedy allocation and wasted capacity under static partitioning, driving the need for SLO-aware scheduling.