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GTC ON-DEMAND

Video & Image Processing
Presentation
Media
Accelerated Software as a Service
Abstract:
In this session we will cover how to use GPUs to accelerate back-end data-center infrastructure, specifically image processing. We will present an implementation of a REST API for image processing, concentrating on an approach to managing large numbers of concurrent requests while efficiently scheduling the CPU and GPU resources in the system. We will show that we can provide higher throughput and lower latency than CPU implementations we are replacing. We will also discuss the practical infrastructure implications, different deployment scenarios, and how to fit SW acceleration into those scenarios.
 
Topics:
Video & Image Processing
Type:
Talk
Event:
GTC Silicon Valley
Year:
2014
Session ID:
S4787
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