Scaling Up Security and Efficiency in Financial Transactions and Blockchain Systems
Blockchain, the underlying technology powering the Bitcoin cryptocurrency, is a distributed ledger that creates a distributed consensus on a history of transactions. Cryptocurrency transaction verification takes substantially longer than it does for conventional digital payment systems. Despite bloc...
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-04-01
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| Series: | Journal of Sensor and Actuator Networks |
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| Online Access: | https://www.mdpi.com/2224-2708/12/2/31 |
| _version_ | 1797604753005346816 |
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| author | Nazar Abbas Saqib Shahad Talla AL-Talla |
| author_facet | Nazar Abbas Saqib Shahad Talla AL-Talla |
| author_sort | Nazar Abbas Saqib |
| collection | DOAJ |
| description | Blockchain, the underlying technology powering the Bitcoin cryptocurrency, is a distributed ledger that creates a distributed consensus on a history of transactions. Cryptocurrency transaction verification takes substantially longer than it does for conventional digital payment systems. Despite blockchain’s appealing benefits, one of its main drawbacks is scalability. Designing a solution that delivers a quicker proof of work is one method for increasing scalability or the rate at which transactions are processed. In this paper, we suggest a solution based on parallel mining rather than solo mining to prevent more than two miners from contributing an equal amount of effort to solving a single block. Moreover, we propose the idea of automatically selecting the optimal manager over all miners by using the particle swarm optimization (PSO) algorithm. This process solves many problems of blockchain scalability and makes the system more scalable by decreasing the waiting time if the manager fails to respond. Additionally, the proposed model includes the process of a reward system and the distribution of work. In this work, we propose the particle swarm optimization proof of work (PSO-POW) model. Three scenarios have been tested including solo mining, parallel mining without using the PSO process, and parallel mining using the PSO process (PSO-POW model) to ensure the power and robustness of the proposed model. This model has been tested using a range of case situations by adjusting the difficulty level and the number of peers. It has been implemented in a test environment that has all the qualities required to perform proof of work for Bitcoin. A comparison between three different scenarios has been constructed against difficulty levels and the number of peers. Local experimental assessments were carried out, and the findings show that the suggested strategy is workable, solves the scalability problems, and enhances the overall performance of the blockchain network. |
| first_indexed | 2024-03-11T04:51:13Z |
| format | Article |
| id | doaj.art-9e30ca2f511e48e0a55c907e29e94397 |
| institution | Directory Open Access Journal |
| issn | 2224-2708 |
| language | English |
| last_indexed | 2024-03-11T04:51:13Z |
| publishDate | 2023-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Journal of Sensor and Actuator Networks |
| spelling | doaj.art-9e30ca2f511e48e0a55c907e29e943972023-11-17T20:01:14ZengMDPI AGJournal of Sensor and Actuator Networks2224-27082023-04-011223110.3390/jsan12020031Scaling Up Security and Efficiency in Financial Transactions and Blockchain SystemsNazar Abbas Saqib0Shahad Talla AL-Talla1SAUDI ARAMCO Cybersecurity Chair, Department of Networks and Communications, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi ArabiaDepartment of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi ArabiaBlockchain, the underlying technology powering the Bitcoin cryptocurrency, is a distributed ledger that creates a distributed consensus on a history of transactions. Cryptocurrency transaction verification takes substantially longer than it does for conventional digital payment systems. Despite blockchain’s appealing benefits, one of its main drawbacks is scalability. Designing a solution that delivers a quicker proof of work is one method for increasing scalability or the rate at which transactions are processed. In this paper, we suggest a solution based on parallel mining rather than solo mining to prevent more than two miners from contributing an equal amount of effort to solving a single block. Moreover, we propose the idea of automatically selecting the optimal manager over all miners by using the particle swarm optimization (PSO) algorithm. This process solves many problems of blockchain scalability and makes the system more scalable by decreasing the waiting time if the manager fails to respond. Additionally, the proposed model includes the process of a reward system and the distribution of work. In this work, we propose the particle swarm optimization proof of work (PSO-POW) model. Three scenarios have been tested including solo mining, parallel mining without using the PSO process, and parallel mining using the PSO process (PSO-POW model) to ensure the power and robustness of the proposed model. This model has been tested using a range of case situations by adjusting the difficulty level and the number of peers. It has been implemented in a test environment that has all the qualities required to perform proof of work for Bitcoin. A comparison between three different scenarios has been constructed against difficulty levels and the number of peers. Local experimental assessments were carried out, and the findings show that the suggested strategy is workable, solves the scalability problems, and enhances the overall performance of the blockchain network.https://www.mdpi.com/2224-2708/12/2/31blockchainparticle swarm optimizationPSO-POWefficiency in financial transactionsparallel mining |
| spellingShingle | Nazar Abbas Saqib Shahad Talla AL-Talla Scaling Up Security and Efficiency in Financial Transactions and Blockchain Systems Journal of Sensor and Actuator Networks blockchain particle swarm optimization PSO-POW efficiency in financial transactions parallel mining |
| title | Scaling Up Security and Efficiency in Financial Transactions and Blockchain Systems |
| title_full | Scaling Up Security and Efficiency in Financial Transactions and Blockchain Systems |
| title_fullStr | Scaling Up Security and Efficiency in Financial Transactions and Blockchain Systems |
| title_full_unstemmed | Scaling Up Security and Efficiency in Financial Transactions and Blockchain Systems |
| title_short | Scaling Up Security and Efficiency in Financial Transactions and Blockchain Systems |
| title_sort | scaling up security and efficiency in financial transactions and blockchain systems |
| topic | blockchain particle swarm optimization PSO-POW efficiency in financial transactions parallel mining |
| url | https://www.mdpi.com/2224-2708/12/2/31 |
| work_keys_str_mv | AT nazarabbassaqib scalingupsecurityandefficiencyinfinancialtransactionsandblockchainsystems AT shahadtallaaltalla scalingupsecurityandefficiencyinfinancialtransactionsandblockchainsystems |