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[2306.10841] BlockchainEnabled Federated Learning A Reference from ar5iv.labs.arxiv.org
Simple Function: Single function evaluation contains the simplest but most commonly seen format, where the user supplies a single JSON function document, with one and only one function call will be invoked There exist a lot of problems that include high computational resource requirements, wireless transmission bandwidth limitation, computation and storage consumptions from centralized training and data privacy leakage when traditional machine learning or deep learning techniques are applied directly to IoV.
[2306.10841] BlockchainEnabled Federated Learning A Reference
With the wide adoption of cryptocurrency, blockchain technologies have become the foundation of such digital currencies Recently, blockchain-based federated learning (BFL) has attracted intensive research attention due to that the training process is auditable and the architecture is serverless avoiding the single point failure of the parameter server in vanilla federated learning (VFL) Simple Function: Single function evaluation contains the simplest but most commonly seen format, where the user supplies a single JSON function document, with one and only one function call will be invoked
Sulfide flux to canister (left axis) and average canister corrosion. Multiple Function: Multiple function category contains a user question that only invokes one function call out of 2 to 4 JSON function documentations. With the wide adoption of cryptocurrency, blockchain technologies have become the foundation of such digital currencies
Replacement 3Piece Kit Front Primed Bumper Cover with Fog Lights, LS. Recently, blockchain-based federated learning (BFL) has attracted intensive research attention due to that the training process is auditable and the architecture is serverless avoiding the single point failure of the parameter server in vanilla federated learning (VFL) For details on score composition, please refer to our blog.