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GTC ON-DEMAND

HPC and AI
Presentation
Media
Edge to Core: A Meta Study of Data Complexity in AI (Presented by DDN)
Abstract:
We'll discuss the challenges uncovered in AI and deep learning workloads, discuss the most efficient approaches to handling data, and examine use cases in autonomous vehicles, retail, health care, finance, and other markets. Our talk will cover the complete requirements of the data life cycle including initial acquisition, processing, inference, long-term storage, and driving data back into the field to sustain ever-growing processes of improvement. As the data landscape evolves with emerging requirements, the relationship between compute and data is undergoing a fundamental transition. We will provide examples of data life cycles in production triggering diverse architectures from turnkey reference systems with DGX and DDN A3I to tailor-made solutions.
 
Topics:
HPC and AI, HPC and Supercomputing
Type:
Sponsored Talk
Event:
GTC Silicon Valley
Year:
2019
Session ID:
S9983
Streaming:
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