Is TinyML Sustainable?
Shvetank Prakash, Matthew Stewart, Colby Banbury, Mark Mazumder, Pete Warden, Brian Plancher, Vijay Janapa Reddi
Abstract
Assessing the environmental impacts of machine learning on microcontrollers.
Topics & Concepts
Computer scienceMicrocontrollerArtificial intelligenceEmbedded systemGreen IT and SustainabilityContext-Aware Activity Recognition SystemsIoT and Edge/Fog Computing