Table 10 Scalability evaluation of mTCN-FChain.

From: Design of mTCN framework for disaster prediction a fusion of massive machine type communications and temporal convolutional networks

Number of edge nodes

Training time (h)

Flood MAE

Earthquake MAE

Tsunami MAE

5

7.5

0.13

0.19

0.16

10

12.0

0.12

0.18

0.15

20

17.5

0.12

0.18

0.15

30

23.0

0.13

0.19

0.16

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