Heterogeneous Computing for AI at the Edge

AI at the Edge

The IoT is progressing from simple devices feeding data to the cloud for analysis to smart devices performing sophisticated inferencing and pattern-matching themselves. Bringing AI to the edge provides many benefits, including faster response, enhanced security, improved mobility, and lower communications cost. As particular combinations of neural networks and frameworks, running on specialized computing cores, are ideal for specific tasks, heterogeneous computing is the best strategy for deploying AI. Download the solution brief to learn how to optimize an AI platform with CPU, GPU, FPGA, and ASIC.


  • Faster response
  • Enhanced security
  • Improved mobility
  • Lower communications cost

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