Table 9 Communication overhead Analysis.

From: Blockchain-enabled federated learning with edge analytics for secure and efficient electronic health records management

Number of Clients

Data Sent per Round (MB)

Total Training Rounds

Total Data Sent (GB)

Compression Ratio (%)

10

2.5

50

1.25

0% (No compression)

20

2.3

50

2.3

8%

30

2.1

50

3.15

16%

40

2.0

50

4.0

20%

50

1.8

50

4.5

28%

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