constant memory footprint 1dual-core microcontrollers 1embedded operating system 1embedded systems 1hardware abstraction 1inference offload 1inference runtime 1lock-free communication 1memory allocation 1microcontroller inference 1microcontrollers 1neural network acceleration 1
From the 3 of 5 linked papers with an AI index.
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cs.OS2026
Cross-Core Inference Offload as an Operating-System Service on Dual-Core Microcontrollers
Dimitrios Kafetzis
The paper presents SynapticOS, an open‑source Zephyr‑based runtime that offloads AI inference from a low‑power core to a more capable core on asymmetric dual‑core microcontrollers…
cs.OS2026
Inference Pipelines as Operating-System Objects: Priority Scheduling and Constant-Footprint Streaming for Microcontroller Neural Inference
Dimitrios Kafetzis
The paper presents SynapticOS, a Zephyr‑based runtime that treats neural inference pipelines on microcontrollers as first‑class operating‑system objects, using priority scheduling…