Zimmermann S, Groh R, Kist A (2026)
Publication Type: Conference contribution
Publication year: 2026
Publisher: Association for the Advancement of Artificial Intelligence
Book Volume: 40
Pages Range: 41751-41753
Conference Proceedings Title: Proceedings of the AAAI Conference on Artificial Intelligence
Event location: Singapore
DOI: 10.1609/aaai.v40i48.42403
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.
APA:
Zimmermann, S., Groh, R., & Kist, A. (2026). Elevating AI on the Edge: A Demonstration of MIMaaS (Machine Intelligence with Microcontroller-as-a-Service). In Sven Koenig, Chad Jenkins, Matthew E. Taylor (Eds.), Proceedings of the AAAI Conference on Artificial Intelligence (pp. 41751-41753). Singapore: Association for the Advancement of Artificial Intelligence.
MLA:
Zimmermann, Sebastian, René Groh, and Andreas Kist. "Elevating AI on the Edge: A Demonstration of MIMaaS (Machine Intelligence with Microcontroller-as-a-Service)." Proceedings of the 40th AAAI Conference on Artificial Intelligence, AAAI 2026, Singapore Ed. Sven Koenig, Chad Jenkins, Matthew E. Taylor, Association for the Advancement of Artificial Intelligence, 2026. 41751-41753.
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