most citedParvaGPU: Efficient Spatial GPU Sharing for Large-Scale DNN Inference in Cloud Environments

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cs.DC2024★ 1 cited

ParvaGPU: Efficient Spatial GPU Sharing for Large-Scale DNN Inference in Cloud Environments

Munkyu Lee, Sihoon Seong, Minki Kang +5

In cloud environments, GPU-based deep neural network (DNN) inference servers are required to meet the Service Level Objective (SLO) latency for each workload under a specified requ…