Improving the management efficiency of GPU workloads in data centers through GPU virtualization

Summary Graphics processing units (GPUs) are currently used in data centers to reduce the execution time of compute‐intensive applications. However, the use of GPUs presents several side effects, such as increased acquisition costs and larger space requirements. Furthermore, GPUs require a nonneglig...

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Veröffentlicht in:	Concurrency and computation 2021-01, Vol.33 (2), p.n/a
Hauptverfasser:	Iserte, Sergio, Prades, Javier, Reaño, Carlos, Silla, Federico
Format:	Artikel
Sprache:	eng
Schlagworte:	Clusters Computer architecture Computer centers CUDA Data centers Energy consumption GPU Graphics processing units InfiniBand Middleware rCUDA Side effects Slurm Utilization Virtual environments
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