Analysis of Cascade Fault Optimization Based on Regional Fault and Traffic Reallocation in Complex Networks
With the development of complex networks and demand for information services, more and more businesses are turning to complex networks for their hosting needs. Due to the growing service, attention must be paid to the problem of complex network cascade failures. A cascade failure is a large-scale fa...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2018-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8347058/ |
| _version_ | 1818927668564852736 |
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| author | Lanlan Rui Xiaomei Wang Xuesong Qiu |
| author_facet | Lanlan Rui Xiaomei Wang Xuesong Qiu |
| author_sort | Lanlan Rui |
| collection | DOAJ |
| description | With the development of complex networks and demand for information services, more and more businesses are turning to complex networks for their hosting needs. Due to the growing service, attention must be paid to the problem of complex network cascade failures. A cascade failure is a large-scale failure caused by several small-scale failures. This phenomenon initially attracted attention in the power grid field. Currently, complex network cascade failures also deserve attention. In this paper, we focus on mitigating the impact of cascade failures. First, we propose a model to simulate the cascade fault propagation process based on a virus propagation model. We introduce an SDN control plane to the communication network to monitor the overall network. We consider regional failures and optimize traffic redistribution strategies to reduce the impact of cascade failure. Finally, we compare several simulation results based on proposed fault propagation models. The mechanism, we proposed, shows better performance in the remaining available nodes and the remaining network traffic. |
| first_indexed | 2024-12-20T03:16:40Z |
| format | Article |
| id | doaj.art-a962a865176b46d998708b65dd320483 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-20T03:16:40Z |
| publishDate | 2018-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-a962a865176b46d998708b65dd3204832022-12-21T19:55:20ZengIEEEIEEE Access2169-35362018-01-016248182482810.1109/ACCESS.2018.28299798347058Analysis of Cascade Fault Optimization Based on Regional Fault and Traffic Reallocation in Complex NetworksLanlan Rui0Xiaomei Wang1https://orcid.org/0000-0002-0493-4623Xuesong Qiu2State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, ChinaState Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, ChinaState Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, ChinaWith the development of complex networks and demand for information services, more and more businesses are turning to complex networks for their hosting needs. Due to the growing service, attention must be paid to the problem of complex network cascade failures. A cascade failure is a large-scale failure caused by several small-scale failures. This phenomenon initially attracted attention in the power grid field. Currently, complex network cascade failures also deserve attention. In this paper, we focus on mitigating the impact of cascade failures. First, we propose a model to simulate the cascade fault propagation process based on a virus propagation model. We introduce an SDN control plane to the communication network to monitor the overall network. We consider regional failures and optimize traffic redistribution strategies to reduce the impact of cascade failure. Finally, we compare several simulation results based on proposed fault propagation models. The mechanism, we proposed, shows better performance in the remaining available nodes and the remaining network traffic.https://ieeexplore.ieee.org/document/8347058/Cascade failureregional failuretraffic redistributionvirus propagation modelcomplex network |
| spellingShingle | Lanlan Rui Xiaomei Wang Xuesong Qiu Analysis of Cascade Fault Optimization Based on Regional Fault and Traffic Reallocation in Complex Networks IEEE Access Cascade failure regional failure traffic redistribution virus propagation model complex network |
| title | Analysis of Cascade Fault Optimization Based on Regional Fault and Traffic Reallocation in Complex Networks |
| title_full | Analysis of Cascade Fault Optimization Based on Regional Fault and Traffic Reallocation in Complex Networks |
| title_fullStr | Analysis of Cascade Fault Optimization Based on Regional Fault and Traffic Reallocation in Complex Networks |
| title_full_unstemmed | Analysis of Cascade Fault Optimization Based on Regional Fault and Traffic Reallocation in Complex Networks |
| title_short | Analysis of Cascade Fault Optimization Based on Regional Fault and Traffic Reallocation in Complex Networks |
| title_sort | analysis of cascade fault optimization based on regional fault and traffic reallocation in complex networks |
| topic | Cascade failure regional failure traffic redistribution virus propagation model complex network |
| url | https://ieeexplore.ieee.org/document/8347058/ |
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