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Data By the Bay is the first Data Grid conference matrix with 6 vertical application areas  spanned by multiple horizontal data pipelines, platforms, and algorithms.  We are unifying data science and data engineering, showing what really works to run businesses at scale.
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Thursday, May 19 • 10:40am - 11:00am
The Promise of Heterogeneous Computing

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In general application performance demands in all fields are now outpacing Moore’s Law, and in AI, they’re certainly increasing exponentially. To keep up, we’re already beginning to rely on specialized processors like GPUs and DSPs beyond just CPUs for specific use cases. In the future, most applications in will depend on their ability to maximize multiple types of processors in the most efficient way possible. This talk will go through different types of heterogenous hardware available today and coming up in the future, and their applicability for solving AI problems, and how normal people (not just big companies and those with access to supercomputers) can access them, with some examples.
Speakers
avatar for Subbu Rama

Subbu Rama

CEO, Bitfusion.io
Co-founder and CEO of Bitfusion, a Software Defined Supercomputing company, with the mission of bringing HPC/Supercomputing to the masses. Held engineering and leadership roles in hardware and software divisions, while building CPUs, micro-servers, SoCs and cloud infrastructures, at companies like Intel and Dell. As a Founding Member, built Dell’s first Cloud Infrastructure Marketplace.


Thursday May 19, 2016 10:40am - 11:00am
Markov
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Attendees (4)