AAAI 2026technical0 citations
Elevating AI on the Edge: A Demonstration of MIMaaS (Machine Intelligence with Microcontroller-as-a-Service)
Sebastian Zimmermann, René Groh, Andreas M. Kist
Abstract
Deploying AI on microcontrollers (MCUs) is challenging. We introduce MIMaaS, a Microcontroller-as-a-Service platform that enables users to upload a model, select a target device, and receive a detailed performance report remotely. A key innovation is our measurement of real-world power consumption, alongside latency and memory usage, directly from the physical hardware. MIMaaS empowers researchers and developers to easily create and validate hardware-aware AI models without needing physical hardware access.
BibTeX
@inproceedings{aaai2026_elevatingaionthe,
title = {Elevating AI on the Edge: A Demonstration of MIMaaS (Machine Intelligence with Microcontroller-as-a-Service)},
author = {Sebastian Zimmermann and René Groh and Andreas M. Kist},
booktitle = {AAAI 2026},
year = {2026}
}