4cast Svelte Themes

4cast

end-to-end encrypted forecasting of bed demand in ICUs

About

A cross platform GUI for visualising and forecasting ICU bed demand. The app uses fully homomorphic encryption to encrypt all data and forecast based only on encrypted data.

The ICU bed data is taken from the publicly available COVID-19 NHS data.

Performance

Time taken by forecasting function for 761 records.

Function Time(ms)
naive_sma 14.6
SumTreeSMA 0.8
enc_sma 26550
enc_sma_cached 25300

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