A Scalable Blockchain-based Framework for Efficient IoT Data Management Using Lightweight Consensus Article Swipe
Ehtisham Ul Haque
,
Adil Shah
,
Jawaid Iqbal
,
Syed Sajid Ullah
,
Roobaea Alroobaea
,
Saddam Hussain
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.21203/rs.3.rs-3850266/v1
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.21203/rs.3.rs-3850266/v1
Recent research has focused on applying blockchain technology to solve security-related problems in Internet of Things (IoT) networks. However, the inherent scalability issues of blockchain technology become apparent in the presence of a vast number of IoT devices and the substantial data generated by these networks. Therefore, in this paper, we use a lightweight consensus algorithm to cater to these problems. We propose a scalable blockchain-based framework for managing IoT data, catering to a large number of devices. This framework utilizes the Delegated Proof of Stake (DPoS) consensus algorithm to ensure enhanced performance and efficiency in resource-constrained IoT networks. DPoS being a lightweight consensus algorithm leverages a selected number of elected delegates to validate and confirm transactions, thus mitigating the performance and efficiency degradation in the blockchain-based IoT networks. In this paper, we implemented an Interplanetary File System (IPFS) for distributed storage, and Docker to evaluate the network’s performance in terms of throughput, latency, and resource utilization. We divided our analysis into four parts: Latency, throughput, resource utilization, and file upload time and speed in distributed storage evaluation. Our empirical findings demonstrate that our framework exhibits low latency, measuring less than 0.976 milliseconds. The proposed technique outperforms Proof of Stake (PoS), representing a state-of-the-art consensus technique. We also demonstrate that the proposed approach is useful in IoT applications where low latency or resource efficiency is required.
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Metadata
- Type
- preprint
- Language
- en
- Landing Page
- https://doi.org/10.21203/rs.3.rs-3850266/v1
- https://www.researchsquare.com/article/rs-3850266/latest.pdf
- OA Status
- green
- Cited By
- 3
- References
- 31
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4390974602
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4390974602Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.21203/rs.3.rs-3850266/v1Digital Object Identifier
- Title
-
A Scalable Blockchain-based Framework for Efficient IoT Data Management Using Lightweight ConsensusWork title
- Type
-
preprintOpenAlex work type
- Language
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enPrimary language
- Publication year
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2024Year of publication
- Publication date
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2024-01-18Full publication date if available
- Authors
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Ehtisham Ul Haque, Adil Shah, Jawaid Iqbal, Syed Sajid Ullah, Roobaea Alroobaea, Saddam HussainList of authors in order
- Landing page
-
https://doi.org/10.21203/rs.3.rs-3850266/v1Publisher landing page
- PDF URL
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https://www.researchsquare.com/article/rs-3850266/latest.pdfDirect link to full text PDF
- Open access
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YesWhether a free full text is available
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greenOpen access status per OpenAlex
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https://www.researchsquare.com/article/rs-3850266/latest.pdfDirect OA link when available
- Concepts
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Computer science, Scalability, Blockchain, Upload, Distributed computing, Latency (audio), Computer network, Internet of Things, Low latency (capital markets), Database, Computer security, Operating system, TelecommunicationsTop concepts (fields/topics) attached by OpenAlex
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3Total citation count in OpenAlex
- Citations by year (recent)
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2025: 1, 2024: 2Per-year citation counts (last 5 years)
- References (count)
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31Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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