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Federated Learning Communication Cost on Gas Pipeline

0P-value (vs BFL)DyHFL
-0.37962.18274.7457.3073Apr 7, 2026

Evaluation results

MethodLinks
DyHFLData Type=Dirichlet, Statistical Test Protocol=Two-Tailed t-Test2026.0400—00
DyHFLAgents=202026.041.058.431.382.884.97
DyHFLAgents=1002026.041.253.182.177.272.58
DyHFLAgents=402026.042.817.158.813.475.24
DyHFLData Type=Identical, Statistical Test Protocol=Two-Tailed t-Test2026.046.962.36—3.499.28
DyHFLAgents=802026.049.499.353.39.352.9