activity
20182022
most citedPIRATE: A Blockchain-based Secure Framework of Distributed Machine Learning in 5G Networks

13 citations · 16 across the 3 of their papers we have counts for

collaborators

7 papers

cs.NI2022

Consensusless Blockchain: A Promising High-Performance Blockchain without Consensus

Qing Wang, Jian Zheng, Huawei Huang +1

Consensus is unnecessary when the truth is available. In this paper, we present a new perspective of rebuilding the blockchain without consensus. When the consensus phase is elimin…

cs.CR20203 cited

From Technology to Society: An Overview of Blockchain-based DAO

Lu Liu, Sicong Zhou, Huawei Huang +1

Decentralized Autonomous Organization (DAO) is believed to play a significant role in our future society governed in a decentralized way. In this article, we first explain the defi…

cs.DC2020

A Survey of State-of-the-Art on Blockchains: Theories, Modelings, and Tools

Huawei Huang, Wei Kong, Sicong Zhou +2

To draw a roadmap of current research activities of the blockchain community, we first conduct a brief overview of state-of-the-art blockchain surveys published in the recent 5 yea…

cs.DC2020

A Blockchain-based Decentralized Federated Learning Framework with Committee Consensus

Yuzheng Li, Chuan Chen, Nan Liu +3

Federated learning has been widely studied and applied to various scenarios. In mobile computing scenarios, federated learning protects users from exposing their private data, whil…

cs.LG2020

Prophet: Proactive Candidate-Selection for Federated Learning by Predicting the Qualities of Training and Reporting Phases

Huawei Huang, Kangying Lin, Song Guo +2

Although the challenge of the device connection is much relieved in 5G networks, the training latency is still an obstacle preventing Federated Learning (FL) from being largely ado…

cs.DC201913 cited

PIRATE: A Blockchain-based Secure Framework of Distributed Machine Learning in 5G Networks

Sicong Zhou, Huawei Huang, Wuhui Chen +2

In the fifth-generation (5G) networks and the beyond, communication latency and network bandwidth will be no more bottleneck to mobile users. Thus, almost every mobile device can p…