HLF-FSL, a Hyperledger Fabric orchestration layer for federated split learning, matches centralized FSL accuracy on CIFAR-10 and MNIST while reducing per-epoch time versus Ethereum-based implementations.
Distributed learning of deep neural network over multiple agents,
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HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric
HLF-FSL, a Hyperledger Fabric orchestration layer for federated split learning, matches centralized FSL accuracy on CIFAR-10 and MNIST while reducing per-epoch time versus Ethereum-based implementations.