Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | 채기준 | * |
dc.contributor.author | 도인실 | * |
dc.date.accessioned | 2021-02-25T16:31:39Z | - |
dc.date.available | 2021-02-25T16:31:39Z | - |
dc.date.issued | 2021 | * |
dc.identifier.isbn | 9781728191003 | * |
dc.identifier.issn | 1976-7684 | * |
dc.identifier.other | OAK-28936 | * |
dc.identifier.uri | https://dspace.ewha.ac.kr/handle/2015.oak/257114 | - |
dc.description.abstract | According to a recent article published by Forbes, the use of enterprise blockchain applications by companies is expanding. Private blockchain, such as enterprise blockchain, usually uses the Raft algorithm to achieve a consensus. However, the Raft algorithm can cause network split in unstable networks. When a network applying Raft split, the TPS(Transactions Per Second) is decreased, which results in decreased performance for the entire blockchain system. To reduce the probability of network split, we select a more stable node as the next leader. To select a better leader, we propose three criteria and suggest exploiting federated learning to evaluate them for network stability. As a result, we show that blockchain consensus performance is improved by lowering the probability of network split. © 2021 IEEE. | * |
dc.description.sponsorship | The Korean Institute of Communications and Information Sciences (KICS) | * |
dc.language | English | * |
dc.publisher | IEEE Computer Society | * |
dc.subject | blockchain | * |
dc.subject | consensus algorithm | * |
dc.subject | federated learning | * |
dc.subject | leader election | * |
dc.subject | Raft | * |
dc.title | Improved Raft Algorithm exploiting Federated Learning for Private Blockchain performance enhancement | * |
dc.type | Conference Paper | * |
dc.relation.volume | 2021-January | * |
dc.relation.index | SCOPUS | * |
dc.relation.startpage | 828 | * |
dc.relation.lastpage | 832 | * |
dc.relation.journaltitle | International Conference on Information Networking | * |
dc.identifier.doi | 10.1109/ICOIN50884.2021.9333932 | * |
dc.identifier.scopusid | 2-s2.0-85100782818 | * |
dc.author.google | Kim D. | * |
dc.author.google | Doh I. | * |
dc.author.google | Chae K. | * |
dc.contributor.scopusid | 채기준(7102584247) | * |
dc.contributor.scopusid | 도인실(14029666900;56765572600) | * |
dc.date.modifydate | 20240322133135 | * |