Proactive migration model of SWIM service based on situation awareness
To solve the problem that in the system wide information management (SWIM) network,the SWIM service provider suffers from SWIM service interruption,service delay increase or service quality degradation due to malicious attack or self-failure.Therefore,a proactive migration model of SWIM service was...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2019-08-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019171/ |
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| _version_ | 1841539322351714304 |
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| author | Zhijun WU Shengyan ZHOU Jin LEI |
| author_facet | Zhijun WU Shengyan ZHOU Jin LEI |
| author_sort | Zhijun WU |
| collection | DOAJ |
| description | To solve the problem that in the system wide information management (SWIM) network,the SWIM service provider suffers from SWIM service interruption,service delay increase or service quality degradation due to malicious attack or self-failure.Therefore,a proactive migration model of SWIM service was proposed on the basis of situation awareness,which used the random forest algorithm to timely judge the SWIM service provider security situation.SWIM service authority was actively migrated according to security situation,and the emergencies impact on SWIM services were reduces.Experimental results show that the proposed model can guarantee services continuity in an emergency event,which has higher reliability and stability than SWIM network in which the service migration model is not deployed. |
| format | Article |
| id | doaj-art-02d090e0f37f46eaab4240297c4c070e |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2019-08-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-02d090e0f37f46eaab4240297c4c070e2025-01-14T07:17:32ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2019-08-014012313259729089Proactive migration model of SWIM service based on situation awarenessZhijun WUShengyan ZHOUJin LEITo solve the problem that in the system wide information management (SWIM) network,the SWIM service provider suffers from SWIM service interruption,service delay increase or service quality degradation due to malicious attack or self-failure.Therefore,a proactive migration model of SWIM service was proposed on the basis of situation awareness,which used the random forest algorithm to timely judge the SWIM service provider security situation.SWIM service authority was actively migrated according to security situation,and the emergencies impact on SWIM services were reduces.Experimental results show that the proposed model can guarantee services continuity in an emergency event,which has higher reliability and stability than SWIM network in which the service migration model is not deployed.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019171/SWIMservice migrationsituation awarenessrandom forestemergency response |
| spellingShingle | Zhijun WU Shengyan ZHOU Jin LEI Proactive migration model of SWIM service based on situation awareness Tongxin xuebao SWIM service migration situation awareness random forest emergency response |
| title | Proactive migration model of SWIM service based on situation awareness |
| title_full | Proactive migration model of SWIM service based on situation awareness |
| title_fullStr | Proactive migration model of SWIM service based on situation awareness |
| title_full_unstemmed | Proactive migration model of SWIM service based on situation awareness |
| title_short | Proactive migration model of SWIM service based on situation awareness |
| title_sort | proactive migration model of swim service based on situation awareness |
| topic | SWIM service migration situation awareness random forest emergency response |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019171/ |
| work_keys_str_mv | AT zhijunwu proactivemigrationmodelofswimservicebasedonsituationawareness AT shengyanzhou proactivemigrationmodelofswimservicebasedonsituationawareness AT jinlei proactivemigrationmodelofswimservicebasedonsituationawareness |