Filters








1 Hit in 2.6 sec

Compiling KB-sized machine learning models to tiny IoT devices

Sridhar Gopinath, Nikhil Ghanathe, Vivek Seshadri, Rahul Sharma
2019 Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation - PLDI 2019  
This approach avoids expensive communication between IoT devices and the cloud, thereby enabling energy-efficient real-time analytics.  ...  Recent advances in machine learning (ML) have produced KiloByte-size models that can directly run on constrained IoT devices.  ...  Acknowledgments Thanks to the anonymous reviewers for their feedback on this paper.  ... 
doi:10.1145/3314221.3314597 dblp:conf/pldi/GopinathGSS19 fatcat:a6zf4su3rrbpfe4lyplouhx23a