Future Research Directions
Long-term research goals and moonshot projects for the EmbeddedOS ecosystem. These are the problems we are working on for the next 5–10 years.
Formal Verification
2026–2028Apply TLA+ and Coq formal verification to the EoS kernel scheduler, EIPC protocol, and secure boot chain. Goal: mathematical proof of absence of deadlocks, race conditions, and memory safety violations in the kernel core.
Closed-Loop Neural Interfaces
2026–2029Build the first closed-loop BCI system on EoS: real-time neural decoding → stimulation feedback loop with <5ms round-trip latency. Targeting motor cortex prosthetics and seizure detection/suppression.
Distributed Embedded OS
2027–2030Extend EoS to support distributed operation across multiple physical devices as a single logical system. A swarm of 100 microcontrollers appears as one EoS instance with distributed task scheduling and shared memory.
Space-Grade EoS
2027–2031Harden EoS for space environments: radiation-tolerant memory management, triple-modular redundancy for critical tasks, and DO-178C Level A certification. Targeting CubeSat and small satellite platforms.
Sub-mW AI Inference
2026–2028Achieve <1mW AI inference for always-on keyword spotting, gesture recognition, and anomaly detection on Cortex-M0+ class devices. Combining extreme quantization (2-bit), sparse activation, and custom SIMD kernels.
Neuromorphic Computing
2028–2032Integrate neuromorphic processors (Intel Loihi 2, BrainScaleS) into the EoS HAL. Enable spiking neural network inference at 1000x lower energy than conventional deep learning for always-on sensor processing.