kaal:claim:4941807-013

The rigid communication topology of federated learning, which requires constant coordination among numerous nodes, produces inefficiencies and does not adapt easily to dynamic network conditions or node failures.

Moreover, the rigid communication topology in FL, which typically requires constant coordination between numerous nodes, can lead to inefficiencies and does not easily adapt to dynamic network conditions or node failures.

Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024), Federated Model, p. 12
https://ssrn.com/abstract=4941807 · source PDF

Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807

• in federated learning architectures requiring constant node coordination
• under fluctuating network conditions or node failure

failuresupport: arguedfailure: rigid coordination topologyfamily: scalability-and-throughput-limitdecentralizationai-and-agents

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