An Overview of Technologies for Improving Storage Efficiency in Blockchain-Based IIoT Applications

被引:11
作者
Akrasi-Mensah, Nana Kwadwo [1 ]
Tchao, Eric Tutu [1 ]
Sikora, Axel [2 ]
Agbemenu, Andrew Selasi [1 ]
Nunoo-Mensah, Henry [1 ]
Ahmed, Abdul-Rahman [3 ]
Welte, Dominik [2 ]
Keelson, Eliel [1 ]
机构
[1] Kwame Nkrumah Univ Sci & Technol, Dept Comp Engn, AK-4483929 Kumasi, Ghana
[2] Offenburg Univ Appl Sci, Inst Reliable Embedded Syst & Commun Elect ivESK, D-77652 Offenburg, Germany
[3] Kwame Nkrumah Univ Sci & Technol, Dept Telecommun Engn, AK-4483929 Kumasi, Ghana
关键词
blockchain; IIoT; scalability; storage efficiency; storage optimization; compression; summarization; machine learning; IOT; OPTIMIZATION; INTERNET; THINGS; ARCHITECTURE; CHALLENGES; MANAGEMENT; PROTOCOL; SYSTEMS; DESIGN;
D O I
10.3390/electronics11162513
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Since the inception of blockchain-based cryptocurrencies, researchers have been fascinated with the idea of integrating blockchain technology into other fields, such as health and manufacturing. Despite the benefits of blockchain, which include immutability, transparency, and traceability, certain issues that limit its integration with IIoT still linger. One of these prominent problems is the storage inefficiency of the blockchain. Due to the append-only nature of the blockchain, the growth of the blockchain ledger inevitably leads to high storage requirements for blockchain peers. This poses a challenge for its integration with the IIoT, where high volumes of data are generated at a relatively faster rate than in applications such as financial systems. Therefore, there is a need for blockchain architectures that deal effectively with the rapid growth of the blockchain ledger. This paper discusses the problem of storage inefficiency in existing blockchain systems, how this affects their scalability, and the challenges that this poses to their integration with IIoT. This paper explores existing solutions for improving the storage efficiency of blockchain-IIoT systems, classifying these proposed solutions according to their approaches and providing insight into their effectiveness through a detailed comparative analysis and examination of their long-term sustainability. Potential directions for future research on the enhancement of storage efficiency in blockchain-IIoT systems are also discussed.
引用
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页数:25
相关论文
共 85 条
[1]   IoT-Based Multi-Sensor Healthcare Architectures and a Lightweight-Based Privacy Scheme [J].
Aivaliotis, Vassileios ;
Tsantikidou, Kyriaki ;
Sklavos, Nicolas .
SENSORS, 2022, 22 (11)
[2]   Reinforcement learning approaches for efficient and secure blockchain-powered smart health systems [J].
Al-Marridi, Abeer Z. ;
Mohamed, Amr ;
Erbad, Aiman .
COMPUTER NETWORKS, 2021, 197
[3]   A Blockchain-Based Trust Model for the Internet of Things Supply Chain Management [J].
Al-Rakhami, Mabrook S. ;
Al-Mashari, Majed .
SENSORS, 2021, 21 (05) :1-15
[4]   IoT Middleware Platforms for Smart Energy Systems: An Empirical Expert Survey [J].
Alfalouji, Qamar ;
Schranz, Thomas ;
Kumpel, Alexander ;
Schraven, Markus ;
Storek, Thomas ;
Gross, Stephan ;
Monti, Antonello ;
Mueller, Dirk ;
Schweiger, Gerald .
BUILDINGS, 2022, 12 (05)
[5]  
[Anonymous], WHAT IS IND IOT IIOT
[6]  
[Anonymous], UTXO VS ACCOUNT MODE
[7]  
[Anonymous], BENEFITS BLOCKCHAIN
[8]  
[Anonymous], 2016, P 2016 ACM SIGSAC C
[9]  
[Anonymous], US
[10]  
[Anonymous], Bitcoin core version 0.9.0 released