BFT-Metronome: A Novel Byzantine Fault-Tolerant Clock Synchronization Algorithm

Distributed systems and blockchain consensus protocols rely on a clock synchronization algorithm to resolve any conflicts related to the state of data or resources. Faulty and adversarial peers make it challenging to achieve clock synchronization in a peer-to-peer distributed system. Clock-synchronization protocols such as the Network Time Protocol (NTP) and the Precision Time Protocol (PTP) are effective but only in a partially or fully trusted network. They fail to synchronize clocks in the presence of misbehaving peers who try to rewind or fast-forward time or introduce deadlocks purposely.This paper introduces BFT-Metronome, a Byzantine fault-tolerant clock synchronization algorithm for peer-to-peer distributed systems. The novel BFT-Metronome algorithm combines a sensor-fusion algorithm with a statistical outlier detection algorithm to enable participating peers to determine the most likely skew based on broadcast timestamps. The algorithm is designed to withstand up to $\frac{N}{3} - 1$ misbehaving participants in a network of N total participants, and the independently calculated offset is observed to be within 10 ms of precision vs. 40-100 ms in peer-to-peer distributed systems.The BFT-Metronome clock synchronization algorithm can also be applied to blockchain consensus protocols (such as Proof-of-Stake) that rely on weakly synchronized clocks. This is shown by integrating BFT-Metronome with the Lightweight Mining Algorithm to achieve consensus-round synchronization and timeouts. Then, generalization to other protocols is argued qualitatively. It can also be applied to large distributed systems to secure against insider threats during clock synchronization.

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Publication Details

Published
2024-11-26
DOI
https://doi.org/10.1109/bcca62388.2024.10844398
Primary Topic
Network Time Synchronization Technologies
Type
article
Field-Weighted Citation Impact
0.00

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article

BFT-Metronome: A Novel Byzantine Fault-Tolerant Clock Synchronization Algorithm

Anthony Skjellum, Sai Medury, Amani Altarawneh, Cameron Fulford
Network Time Synchronization Technologies
article

BFT-Metronome: A Novel Byzantine Fault-Tolerant Clock Synchronization Algorithm

Anthony Skjellum, Sai Medury, Amani Altarawneh, Cameron Fulford
article en

Abstract

Distributed systems and blockchain consensus protocols rely on a clock synchronization algorithm to resolve any conflicts related to the state of data or resources. Faulty and adversarial peers make it challenging to achieve clock synchronization in a peer-to-peer distributed system. Clock-synchronization protocols such as the Network Time Protocol (NTP) and the Precision Time Protocol (PTP) are effective but only in a partially or fully trusted network. They fail to synchronize clocks in the presence of misbehaving peers who try to rewind or fast-forward time or introduce deadlocks purposely.This paper introduces BFT-Metronome, a Byzantine fault-tolerant clock synchronization algorithm for peer-to-peer distributed systems. The novel BFT-Metronome algorithm combines a sensor-fusion algorithm with a statistical outlier detection algorithm to enable participating peers to determine the most likely skew based on broadcast timestamps. The algorithm is designed to withstand up to $\frac{N}{3} - 1$ misbehaving participants in a network of N total participants, and the independently calculated offset is observed to be within 10 ms of precision vs. 40-100 ms in peer-to-peer distributed systems.The BFT-Metronome clock synchronization algorithm can also be applied to blockchain consensus protocols (such as Proof-of-Stake) that rely on weakly synchronized clocks. This is shown by integrating BFT-Metronome with the Lightweight Mining Algorithm to achieve consensus-round synchronization and timeouts. Then, generalization to other protocols is argued qualitatively. It can also be applied to large distributed systems to secure against insider threats during clock synchronization.

University of Tennessee at Chattanooga (US), Vanderbilt University (US), Tennessee Technological University (US)
National Science Foundation
Openalex Percentile: Top 70%
Network Time Synchronization Technologies
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BFT-Metronome: A Novel Byzantine Fault-Tolerant Clock Synchronization Algorithm — Anthony Skjellum, Sai Medury, et al. · (2024) | TGRS Research Map | TGRS