Privacy Shield: A System for Edge Computing using Asynchronous Federated Learning

Table 2

Measure of compression and accuracy for varying values of Ω.

Ω	Average communication times after compression	Accr for training set (%)	Accr for test set (%)	C-ratio (%)
0.2	30	93.68	91.98	6.33
0.4	428	95.4	92.4	71.3
0.6	540	95.3	92.5	90
0.8	566	95.34	92.52	94.3
0.10	580	95.46	92.52	96.7
0.12	585	95.44	92.44	97.5
0.14	585	95.45	92.4	98.83
0.16	593	95.31	92.35	98.83
0.18	594	95.41	92.42	99
1	600	95.41	92.41	100