Reconfigure.io - Cloud-based FPGA Acceleration for AI applications
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RECONFIGURE.IO HARDWARE ACCELERATION FOR EVERYONE ROB TAYLOR @ReconfigureIO
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Transcript of Reconfigure.io - Cloud-based FPGA Acceleration for AI applications
FPGA
0x
2.5x
5x
7.5x
10x
Cost increase Power increase Performance gain
source: https://www.microsoft.com/en-us/research/project/project-catapult/
USECASES
• AI & Machine learning• Cloud monitoring• Real-time data analytics• Bidding and betting systems• Product search• Marketing• Social network/analysis
• Financial• IoT• Security in depth - encryption and
intrusion detection• Video analysis and transcoding• Cloud infrastructure provision• Messaging systems