Streaming Video Analytics On The Edge With Asynchronous Cloud Support

no code implementations • 4 Oct 2022 • Anurag Ghosh, Srinivasan Iyengar, Stephen Lee, Anuj Rathore, Venkat N Padmanabhan

In this work, we develop REACT, a framework that leverages cloud resources to execute large DNN models with higher accuracy to improve the accuracy of models running on edge devices.

Edge-computing object-detection +1

WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale

no code implementations • 2 Jul 2020 • Srinivasan Iyengar, Stephen Lee, David Irwin, Prashant Shenoy, Benjamin Weil

In this paper, we present \texttt{WattScale}, a data-driven approach to identify the least energy-efficient buildings from a large population of buildings in a city or a region.

Bayesian Inference Fault Detection +1