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.
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 |