Sharding for scalable blockchain networks

F Hashim, K Shuaib, N Zaki - SN Computer Science, 2022 - Springer
Blockchain technology has been extended from bitcoin transactions to applications in
multiple domains. Scalability has been identified as a major challenge in large-scale …

Brokerchain: A cross-shard blockchain protocol for account/balance-based state sharding

H Huang, X Peng, J Zhan, S Zhang… - … -IEEE Conference on …, 2022 - ieeexplore.ieee.org
State-of-the-art blockchain sharding solutions, say Monoxide, can induce imbalanced
transaction (TX) distributions among all blockchain shards due to their account deployment …

Scaling blockchain via layered sharding

Z Hong, S Guo, P Li - IEEE Journal on Selected Areas in …, 2022 - ieeexplore.ieee.org
As a promising solution to blockchain scalability, sharding divides blockchain nodes into
small groups called shards, splitting the workload. Existing works for sharding, however, are …

Compact learning model for dynamic off-chain routing in blockchain-based IoT

Z Li, W Su, M Xu, R Yu, D Niyato… - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
Dynamic off-chain routing in payment channel network (PCN)-based Internet of Things (IoT)
is attracting increasing research attention. However, there are two major issues in dynamic …

Recent advances of blockchain and its applications

X Li, W Wu - Journal of Social Computing, 2022 - ieeexplore.ieee.org
Blockchain is an emerging decentralized data collection, sharing, and storage technology,
which have provided abundant transparent, secure, tamper-proof, secure, and robust ledger …

Cycle: Sustainable off-chain payment channel network with asynchronous rebalancing

Z Hong, S Guo, R Zhang, P Li, Y Zhan… - 2022 52nd Annual …, 2022 - ieeexplore.ieee.org
Payment channel network (PCN) is a promising off-chain technology for blockchain
scalability, but it suffers from poor sustainability in practice. In other words, due to the …

Proactive look-ahead control of transaction flows for high-throughput payment channel network

W Chen, X Qiu, Z Hong, Z Zheng, HN Dai… - Proceedings of the 13th …, 2022 - dl.acm.org
Blockchain technology has gained popularity owing to the success of cryptocurrencies such
as Bitcoin and Ethereum. Nonetheless, the scalability challenge largely limits its applications …

结合深度强化学习的区块链分片系统性能优化.

温建伟, 姚冰冰, 万剑雄… - Journal of Computer …, 2022 - search.ebscohost.com
提高区块链系统吞吐量是广泛应用区块链的关键问题之一. 针对以上问题,
将分片技术应用到区块链系统中, 通过使区块链并行处理事务提高区块链的吞吐量 …

[图书][B] Edge Learning for Distributed Big Data Analytics: Theory, Algorithms, and System Design

S Guo, Z Qu - 2022 - books.google.com
"" Traditionally, to develop these intelligent services and applications, big data are stored
and processed in a centralized model. However, with the proliferation of edge devices and …

[图书][B] Machine Learning on Commodity Tiny Devices: Theory and Practice

S Guo, Q Zhou - 2022 - api.taylorfrancis.com
This book aims at the tiny machine learning (TinyML) software and hardware synergy for
edge intelligence applications. It presents on-device learning techniques covering model …