Damage toughness assessment method of power backbone communication network based on power big data
The damage toughness assessment method of power backbone communication network based on power big data was studied, and the damage toughness assessment results were used to formulate protection strategies and improve the network survivability.The power backbone communication network and the attacker...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2023-05-01
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| Series: | Dianxin kexue |
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| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023105/ |
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| author | Xue HAN |
| author_facet | Xue HAN |
| author_sort | Xue HAN |
| collection | DOAJ |
| description | The damage toughness assessment method of power backbone communication network based on power big data was studied, and the damage toughness assessment results were used to formulate protection strategies and improve the network survivability.The power backbone communication network and the attacker were set as the two sides of the game, and the Nash equilibrium strategy of both sides was determined by the minimax method.The damage probability of nodes was obtained by the Nash equilibrium strategy, and the node damage probability was transformed into the network damage form.According to the network damage pattern, the repair conditions contained in the power big data were obtained by cloud computing technology.According to the importance of each node, the repair resources and repair budget were allocated to the nodes in order.The performance time-history response curve of the power backbone communication network was constructed, and the dynamic evaluation results of the network damage toughness were output.The experimental results show that all operations using cloud computing technology to process massive power big data can not exceed 330 ms.When the repair budget and repair resources are the highest, the damage toughness of the power backbone communication network can reach 0.925 at most, indicating that this method can effectively evaluate the damage toughness of the power backbone communication network. |
| format | Article |
| id | doaj-art-2a35f2e58bb84ed6bf537d0d80fdc56a |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2023-05-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-2a35f2e58bb84ed6bf537d0d80fdc56a2025-01-15T02:58:44ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012023-05-013913614359568241Damage toughness assessment method of power backbone communication network based on power big dataXue HANThe damage toughness assessment method of power backbone communication network based on power big data was studied, and the damage toughness assessment results were used to formulate protection strategies and improve the network survivability.The power backbone communication network and the attacker were set as the two sides of the game, and the Nash equilibrium strategy of both sides was determined by the minimax method.The damage probability of nodes was obtained by the Nash equilibrium strategy, and the node damage probability was transformed into the network damage form.According to the network damage pattern, the repair conditions contained in the power big data were obtained by cloud computing technology.According to the importance of each node, the repair resources and repair budget were allocated to the nodes in order.The performance time-history response curve of the power backbone communication network was constructed, and the dynamic evaluation results of the network damage toughness were output.The experimental results show that all operations using cloud computing technology to process massive power big data can not exceed 330 ms.When the repair budget and repair resources are the highest, the damage toughness of the power backbone communication network can reach 0.925 at most, indicating that this method can effectively evaluate the damage toughness of the power backbone communication network.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023105/power big databackbone communication networkdamage toughnessassessment methodthe two sides of the gamecloud computing |
| spellingShingle | Xue HAN Damage toughness assessment method of power backbone communication network based on power big data Dianxin kexue power big data backbone communication network damage toughness assessment method the two sides of the game cloud computing |
| title | Damage toughness assessment method of power backbone communication network based on power big data |
| title_full | Damage toughness assessment method of power backbone communication network based on power big data |
| title_fullStr | Damage toughness assessment method of power backbone communication network based on power big data |
| title_full_unstemmed | Damage toughness assessment method of power backbone communication network based on power big data |
| title_short | Damage toughness assessment method of power backbone communication network based on power big data |
| title_sort | damage toughness assessment method of power backbone communication network based on power big data |
| topic | power big data backbone communication network damage toughness assessment method the two sides of the game cloud computing |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023105/ |
| work_keys_str_mv | AT xuehan damagetoughnessassessmentmethodofpowerbackbonecommunicationnetworkbasedonpowerbigdata |