KubeGPU: efficient sharing and isolation mechanisms for GPU resource management in container cloud

With the increasing number of new containerized applications, such as high performance and deep learning applications, started to reply on GPU, efficiently supporting GPU in container cloud becomes essential. While GPU sharing has been extensively studied for VM, limited work has been done for conta...

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Veröffentlicht in:	The Journal of supercomputing 2023, Vol.79 (1), p.591-625
Hauptverfasser:	Shen, Wenfeng, Liu, Zhengsen, Tan, Yunjie, Luo, Zhaokai, Lei, Zhou
Format:	Artikel
Sprache:	eng
Schlagworte:	Compilers Computer Science Containers Deep learning Interpreters Optimization Performance degradation Processor Architectures Programming Languages Racing Resource management
Online-Zugang:	Volltext
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