BCTuner is an LLM-guided MCTS framework that reports up to 211% throughput gains and 8x fewer system interactions than defaults or prior tuning methods on Fabric and ChainMaker.
In: 2017 IEEE International Conference on Software Architecture (ICSA)
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The authors propose Decentralized Consensus Technology (DCT) as an umbrella term for systems with decentralization, trustlessness and eventual consensus, positioning blockchain as one implementation of decentralized ledger technology.
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BCTuner: LLM-Guided Monte Carlo Tree Search for Efficient Blockchain Knob Tuning
BCTuner is an LLM-guided MCTS framework that reports up to 211% throughput gains and 8x fewer system interactions than defaults or prior tuning methods on Fabric and ChainMaker.
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Properties of Decentralized Consensus Technology -- Why not every Blockchain is a Blockchain
The authors propose Decentralized Consensus Technology (DCT) as an umbrella term for systems with decentralization, trustlessness and eventual consensus, positioning blockchain as one implementation of decentralized ledger technology.