To improve the overall efficiency and reliability of Byzantine protocols in large sparse networks, we propose a new system assumption for developing multi-scale fault-tolerant systems, with which several kinds of multi-scale Byzantine protocols are developed in large sparse networks with high system assumption coverage. By extending the traditional Byzantine adversary to the multi-scale adversaries, it is shown that efficient deterministic Byzantine broadcast and Byzantine agreement can be built in logarithmic-degree networks. Meanwhile, it is shown that the multi-scale adversary can make a finer trade-off between the system assumption coverage and the overall efficiency of the Byzantine protocols, especially when a small portion of the low-layer small-scale protocols are allowed to fail arbitrarily. With this, efficient Byzantine protocols can be built in large sparse networks with high system reliability.
@article{arxiv.2203.03320,
title = {Boosting Byzantine Protocols in Large Sparse Networks with High System Assumption Coverage},
author = {Shaolin Yu and Jihong Zhu and Jiali Yang and Yulong Zhan},
journal= {arXiv preprint arXiv:2203.03320},
year = {2022}
}