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GTC ON-DEMAND

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Abstract:

This session proposes a simple but robust method of data distribution for large-scale IoT deployments. Attendees will learn how to use a peer-peer publish/subscribe messaging technology based on data topics to facilitate collection of initial in-situ data, distribution of inferencing models, load-sharing between "worker nodes", collation of inferencing results from many nodes to a central "command", and collation of corner-case data to facilitate iterative updates to the trained model.

This session proposes a simple but robust method of data distribution for large-scale IoT deployments. Attendees will learn how to use a peer-peer publish/subscribe messaging technology based on data topics to facilitate collection of initial in-situ data, distribution of inferencing models, load-sharing between "worker nodes", collation of inferencing results from many nodes to a central "command", and collation of corner-case data to facilitate iterative updates to the trained model.

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Topics:
Intelligent Machines, IoT & Robotics, Intelligent Video Analytics
Type:
Talk
Event:
GTC Europe
Year:
2018
Session ID:
E8307
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Speakers:
Simon Collins
- GE Intelligent Platforms
Abstract:
Find out how GPUs are accelerating defense and aerospace applications and providing superior information processing to drive the next generation of capabilities to protect both homelands and soldiers. Learn how rugged VPX hardware and software architectures are able to scale from small power- & weight-constrained vehicles through to large complex processing arrays, on platforms as diverse as unmanned aerial vehicles (UAV), through tracked ground vehicles, and to ship borne radar.
Find out how GPUs are accelerating defense and aerospace applications and providing superior information processing to drive the next generation of capabilities to protect both homelands and soldiers. Learn how rugged VPX hardware and software architectures are able to scale from small power- & weight-constrained vehicles through to large complex processing arrays, on platforms as diverse as unmanned aerial vehicles (UAV), through tracked ground vehicles, and to ship borne radar.  Back
 
Topics:
HPC and AI
Type:
Talk
Event:
GTC Silicon Valley
Year:
2010
Session ID:
S102273
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