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GTC ON-DEMAND

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Abstract:

We'll discuss why AI and machine learning are a natural fit for serverless computing and a general architecture for scalable and serverless machine learning in production. We'll discuss issues encountered during implementing our own on-demand scaling over GPU clusters, show how these apply to more general solutions, and present one possible vision for the future of cloud-based machine learning.

We'll discuss why AI and machine learning are a natural fit for serverless computing and a general architecture for scalable and serverless machine learning in production. We'll discuss issues encountered during implementing our own on-demand scaling over GPU clusters, show how these apply to more general solutions, and present one possible vision for the future of cloud-based machine learning.

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Topics:
AI Application, Deployment & Inference, AI Startup, Accelerated Data Science
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8900
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