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This paper takes the position that, while cognitive computing today reliesheavily on the cloud, we will soon see a paradigm shift where cognitivecomputing primarily happens on network edges. The shift toward edge devices isfundamentally propelled both by technological constraints in data centers andwireless network infrastructures, as well as practical considerations such asprivacy and safety. The remainder of this paper lays out our view of how theseconstraints will impact future cognitive computing. Bringing cognitivecomputing to edge devices opens up several new opportunities and challenges,some of which demand new solutions and some of which require us to revisitentrenched techniques in light of new technologies. We close the paper with acall to action for future research.

Cloud No Longer a Silver Bullet, Edge to the Rescue