Data processing on the smallest devices typically requires custom development as embedded databases such as SQLite require too many resources for use. This work develops EmbedDB, an embedded, key-value database optimized for memory-constrained devices and time series analysis. Experimental results demonstrate that EmbedDB is 5 times faster on a Raspberry Pi for time series query processing and runs with high performance on Arduino-based systems that SQLite and other previous systems cannot.
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Schoenit et al. (2024) studied this question.
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