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2019 GTC San Jose

CE9141 - Connect with the Experts: Investigations into making GPU I/O Scream on Platforms of Today and Tomorrow

Session Speakers
Session Description

Keeping IO rates up with incredible GPU computation speeds is tough. We will explain and demonstrate how to reduce or eliminate IO bottlenecks by bypassing the CPU for data transmissions, boost bandwidth, and increase flexibility in accessing storage inside and outside of an enclosure. These methods are relevant to data science pipelines that work on tabular data (CSV with cuDF), deep learning with image data, transaction processing (TPC-H), and even checkpointing. This session describes technical investigations rather than a product. We invite those to join us who are interested in implementing this technology in drivers and other system software, and those with novel usage models for which IO between storage and GPU memory is a bottleneck. Come have a conversation with us and let's explore opportunities with you.

Connect directly with NVIDIA engineers and experts from other organizations to get answers to all of your questions on topics ranging from AI & Deep Learning to Accelerated Data Science. Visit us at the pods in the exhibit hall and ask a question.


Additional Information
Accelerated Data Science
Accelerated Data Science, HPC and AI
General
Connect with the Experts
1 hour
Session Schedule