Static MIG partitioning cuts GPU underutilization in scientific workloads but leaves interference and coarse-grained mismatches; a Nvlink-C2C offloading scheme is introduced to bridge those gaps.
ig- niter: Interference-aware gpu resource provisioning for predictable dnn inference in the cloud,
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Taming GPU Underutilization via Static Partitioning and Fine-grained CPU Offloading
Static MIG partitioning cuts GPU underutilization in scientific workloads but leaves interference and coarse-grained mismatches; a Nvlink-C2C offloading scheme is introduced to bridge those gaps.