Saguaro: An Edge Computing-Enabled Hierarchical Permissioned Blockchain

Saguaro: An Edge Computing-Enabled Hierarchical Permissioned Blockchain
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DOI:
10.1109/icde55515.2023.00027
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发表时间:
2021-01
期刊:
2023 IEEE 39th International Conference on Data Engineering (ICDE)
影响因子:
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通讯作者:
Mohammad Javad Amiri;Ziliang Lai;Liana Patel;B. T. Loo;Eric Lo;Wenchao Zhou
Mohammad Javad Amiri;Ziliang Lai;Liana Patel;B. T. Loo;Eric Lo;Wenchao Zhou
中科院分区:
其他
文献类型:
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作者:
Mohammad Javad Amiri;Ziliang Lai;Liana Patel;B. T. Loo;Eric Lo;Wenchao Zhou

文献摘要

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我们介绍了Saguaro,一个专门为边缘计算网络设计的许可区块链系统。Saguaro利用边缘计算网络的分层结构,通过介绍几种技术来减少广域通信的开销。首先,Saguaro提出了基于协调器的乐观协议,以低延迟处理跨域事务,其中涉及域的最低公共祖先协调协议或检测不一致。其次,通过层次结构收集数据,使更高级别的域能够聚合其子域数据。最后,由移动边缘设备发起的事务处理不依赖于高级雾服务器和云服务器。我们在各种工作负载上的实验结果证明了Saguaro在支持一系列跨域和移动事务方面的可扩展性。
We present Saguaro, a permissioned blockchain system designed specifically for edge computing networks. Saguaro leverages the hierarchical structure of edge computing networks to reduce the overhead of wide-area communication by presenting several techniques. First, Saguaro proposes coordinator-based and optimistic protocols to process cross-domain transactions with low latency where the lowest common ancestor of the involved domains coordinates the protocol or detects inconsistency. Second, data are collected over hierarchy enabling higher-level domains to aggregate their sub-domain data. Finally, transactions initiated by mobile edge devices are processed without relying on high-level fog and cloud servers. Our experimental results across a wide range of workloads demonstrate the scalability of Saguaro in supporting a range of cross-domain and mobile transactions.