Decentralized FL System

System Overview

Active Fault-Tolerant

Network Statistics

Active Nodes 8
Model Accuracy 87.5%
Data Throughput 2.4 MB/s

Adaptive Termination

65%

Convergence Threshold: 85%

Fault Tolerance

Node Health 7/8 Healthy
Checkpoint Frequency Every 5 rounds

Decentralized Network

Active Nodes
8
Model Versions
12
Avg. Latency
142ms
Training Round
5

Performance Metrics

Model Accuracy Over Rounds

Training Loss Over Rounds

Node Participation

Communication Cost

Made with DeepSite LogoDeepSite - 🧬 Remix