Synopsis: a Scalable Byzantine Distributed Ledger for IoT Networks

Blockchain technology is a distributed ledger system designed to securely process and store data. Although it offers several advantages when the number of participants increased, bolckchain will suffer from significant scalability challenges, such as the case of Internet of Things (IoT) networks. To address the specific needs of IoT, it is necessary to redesign consensus mechanisms and block formation processes. In this paper, we introduce Synopsis, an innovative hierarchical blockchain framework. Synopsis introduces a wireless-optimized Byzantine chain replication protocol and a novel probabilistic data structure. Both are designed to enhance locality and hierarchy, thereby improving system reliability and performance. We implemented Synopsis and evaluated its performance through extensive simulations and real-world testbed experiments. Our findings show that Synopsis effectively reduces the memory usage from Megabytes to just a few Kilobytes, achieving a 1000 time improvement. Synopsis also significantly decreases message complexity by 85% and commitment delay by 99.4%.

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Publication Details

Published
2024-11-26
DOI
https://doi.org/10.1109/bcca62388.2024.10844486
Citations
1
Primary Topic
Distributed systems and fault tolerance
Type
article
Field-Weighted Citation Impact
0.35
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article

Synopsis: a Scalable Byzantine Distributed Ledger for IoT Networks

Faisal Nawab, Basem Shihada, Maha Alaslani, Subhash Suri
1 citations
Distributed systems and fault tolerance
0.35
article

Synopsis: a Scalable Byzantine Distributed Ledger for IoT Networks

Faisal Nawab, Basem Shihada, Maha Alaslani, Subhash Suri
article en
1 citations

Abstract

Blockchain technology is a distributed ledger system designed to securely process and store data. Although it offers several advantages when the number of participants increased, bolckchain will suffer from significant scalability challenges, such as the case of Internet of Things (IoT) networks. To address the specific needs of IoT, it is necessary to redesign consensus mechanisms and block formation processes. In this paper, we introduce Synopsis, an innovative hierarchical blockchain framework. Synopsis introduces a wireless-optimized Byzantine chain replication protocol and a novel probabilistic data structure. Both are designed to enhance locality and hierarchy, thereby improving system reliability and performance. We implemented Synopsis and evaluated its performance through extensive simulations and real-world testbed experiments. Our findings show that Synopsis effectively reduces the memory usage from Megabytes to just a few Kilobytes, achieving a 1000 time improvement. Synopsis also significantly decreases message complexity by 85% and commitment delay by 99.4%.

University of California, Santa Cruz (US), University of California, Irvine (US), University of Jeddah (SA), King Abdullah University of Science and Technology (SA)
Openalex Percentile: Top 34%
Distributed systems and fault tolerance
0.35
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