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Benchmarks
Secure Aggregation on Federated Learning (N=100k clients, M=100k parameters)
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14
Setup Cost
DisAgg
12.5208
22.5054
32.49
42.4746
May 13, 2026
Setup Cost
Client Communication Cost
Committee Communication Cost
Client Computation Cost
Committee Computation Cost
Server Computation Cost
Total Cost (Excl. Setup)
Total Cost
Updated 20d ago
Evaluation Results
Method
Method
Links
Setup Cost
Client Communication Cost
Committee Communication Cost
Client Computation Cost
Committee Computation Cost
Server Computation Cost
Total Cost (Excl. Setup)
Total Cost
DisAgg
Number of clients (N)=...
2026.05
14
13.64
3.74
6.21
18.83
8.89
51.33
65.33
OPA
Number of clients (N)=...
2026.05
50.98
6.93
1.15
27.84
0.17
211.19
247.31
298.3
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