A domain specific language (DSL), named MotePy is presented. The DSL offers a high level syntax with low overheads for ML/data processing in time constrained or memory constrained systems. The DSL-to-C compiler has a novel static memory allocator that tracks object lifetimes and reuses the static memory, which we call the compiler-managed heap.
@article{arxiv.2011.05194,
title = {MotePy: A domain specific language for low-overhead machine learning and data processing},
author = {Jayaraj Poroor},
journal= {arXiv preprint arXiv:2011.05194},
year = {2020}
}