MotePy: A domain specific language for low-overhead machine learning and data processing

11/10/2020

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by   Jayaraj Poroor, et al.

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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.