一个具有激励机制的协作数据存储,用于基于区块链的IoV
Quan Shi1, Lankai Wang1, Chen Chen2
1School of Transportation and Civil Engineering, Nantong University, Nantong, China.
PeerJ. Computer science
|June 26, 2025
概括
这项研究引入了一个新的基于区块链的系统 (CDS-BIoV) 用于汽车互联网 (IoV),以解决数据存储的限制. 这项创新计划鼓励路边单位存储数据,大大减少了存储需求.
科学领域:
- 计算机科学 计算机科学
- 网络化 网络化 网络化
- 数据存储数据存储数据存储
背景情况:
- 汽车互联网 (IoV) 面临着不断增加的数据量,导致存储容量限制和隐私问题.
- 现有的解决方案难以有效地管理和保护互联汽车产生的大量数据.
研究的目的:
- 为汽车互联网 (IoV) 提出一个新的协作数据存储计划,并提供一个集成的激励机制.
- 解决 IoV 环境中存储容量不足和潜在隐私侵犯的挑战.
主要方法:
- 开发基于区块链的协作数据存储与IoV (CDS-BIoV) 激励机制框架.
- 激励机制协作数据存储算法 (I-CDSA) 和数据卸载算法 (DOA) 的实施.
- 使用竞争力矩阵和激励措施来激励RSU节点进行高效的数据接收,存储和云下载.
主要成果:
- 与通用并行数据库 (GPDB) 相比,CDS-BIoV计划显示存储消耗减少了高达93%.
- 有效地缓解了存储容量的限制,特别是随着数据块数量的增加.
- 激励机制成功地鼓励了RSU节点参与数据存储和卸载.
结论:
- 拟议的CDS-BIoV框架为车辆互联网中的数据存储提供了一个可扩展和高效的解决方案.
- 激励协作存储显著提高系统性能,并解决关键的存储限制.
- 该方案为管理IoV生态系统日益增长的数据需求提供了一个有希望的方法.
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