1 research outputs found
Trustworthy Edge Computing through Blockchains
Edge computing draws a lot of recent research interests because of the
performance improvement by offloading many workloads from the remote data
center to nearby edge nodes. Nonetheless, one open challenge of this emerging
paradigm lies in the potential security issues on edge nodes and end devices,
e.g., sensors and controllers. This paper proposes a cooperative protocol,
namely DEAN, across edge nodes to prevent data manipulation, and to allow fair
data sharing with quick recovery under resource constraints of limited storage,
computing, and network capacity. Specifically, DEAN leverages a parallel
mechanism equipped with three independent core components, effectively
achieving low resource consumption while allowing secured parallel block
processing on edge nodes. We have implemented a system prototype based on DEAN
and experimentally verified its effectiveness with a comparison with three
popular blockchain implementations: Ethereum, Parity, and Hyperledger Fabric.
Experimental results show that the system prototype exhibits high resilience to
arbitrary failures: the percentile of trusty nodes is much higher than the
required 50\% in most cases. Performance-wise, DEAN-based blockchain
implementation outperforms the state-of-the-art blockchain systems with up to
higher throughput and lower latency on 1,000 nodes