A survey of blockchain and artificial intelligence for 6G wireless communications

Y Zuo, J Guo, N Gao, Y Zhu, S Jin… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The research on the sixth-generation (6G) wireless communications for the development of
future mobile communication networks has been officially launched around the world. 6G …

DRL-based adaptive sharding for blockchain-based federated learning

Y Lin, Z Gao, H Du, J Kang, D Niyato… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Blockchain-based Federated Learning (FL) technology enables vehicles to make smart
decisions, improving vehicular services and enhancing the driving experience through a …

Adaptive resource scheduling in permissionless sharded-blockchains: A decentralized multiagent deep reinforcement learning approach

G Yu, X Wang, W Ni, Q Lu, X Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Existing permissionless sharded-Blockchains come on the scene. However, there is a lack
of systematic formulations and experiments regarding the behaviors of individual miners. In …

Prophet: Conflict-Free Sharding Blockchain via Byzantine-Tolerant Deterministic Ordering

Z Hong, S Guo, E Zhou, J Zhang… - … -IEEE Conference on …, 2023 - ieeexplore.ieee.org
Sharding scales throughput by splitting blockchain nodes into parallel groups. However,
different shards' independent and random scheduling for cross-shard transactions results in …

[HTML][HTML] An overview of blockchain efficient interaction technologies

F Liu, S He, Z Li, P Xiang, J Qi, Z Li - Frontiers in Blockchain, 2023 - frontiersin.org
The successful operation of Bitcoin has made its underlying blockchain technology receive
wide attention. As the application scenarios of blockchain technology are enriched, the …

Front-running attack in distributed sharded ledgers and fair cross-shard consensus

J Zhang, W Chen, S Luo, T Gong, Z Hong… - arXiv preprint arXiv …, 2023 - arxiv.org
Sharding is a prominent technique for scaling blockchains. By dividing the network into
smaller components known as shards, a sharded blockchain can process transactions in …

An Overlapping Self-Organizing Sharding Scheme Based on DRL for Large-Scale IIoT Blockchain

X Yang, T Xu, F Zan, T Ye, Z Mao… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Sharding is widely regarded as a highly promising solution to address the scalability
limitations of blockchain. However, the scalability and throughput improved by using …

[HTML][HTML] ACSarF: a DRL-based adaptive consortium blockchain sharding framework for supply chain finance

S Hu, J Lin, X Du, W Huang, Z Lu, Q Duan… - Digital Communications …, 2023 - Elsevier
Blockchain technologies have been used to facilitate Web 3.0 and FinTech applications.
However, conventional blockchain technologies suffer from long transaction delays and low …

Optimal Sharding for Dynamic Throughput Optimization in Blockchain Systems with Deep Reinforcement Learning

B Yao, J Wan, S Jaffry, L Li, Z Ma… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The rapid advancement in blockchain technology has enabled its applications across wide
spectrum of fields. The blockchain throughput, which is usually measured by Transactions …

W3Chain: A Layer2 Blockchain Defeating the Scalability Trilemma

M Xu, Q Wang, H Sun, J Lin… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Scalability trilemma is a classical research topic in the area of blockchains. To defeat such
trilemma, many previous solutions have been proposed. However, none of those previous …