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GTC ON-DEMAND

Data Center & Cloud Infrastructure
Presentation
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Device Lending: Dynamic Sharing of GPUs in a PCIe Cluster
Abstract:
Learn how GPUs can be time-shared between multiple hosts connected in a PCIe cluster using a method called device lending. Unlike approaches for sharing GPUs that typically require specific programming models, device lending makes a GPU appear to the operating system as if it is locally installed. This allows the GPU to be controlled and used by a remote host without any modifications to existing software. We'll present how device lending is implemented using standard PCIe and non-transparent bridging. As a proof-of- concept, we accelerate EIR, a computer-aided medical diagnosis system using machine learning and computer vision to do polyp detection, from being an offline tool to giving real-time feedback by dynamically borrowing remote GPU resources.
 
Topics:
Data Center & Cloud Infrastructure, HPC and Supercomputing
Type:
Talk
Event:
GTC Silicon Valley
Year:
2017
Session ID:
S7281
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