Noisy template skip list based log filtering in cloud systems
First model noisy event logs into time series,use Haar wavelet transform to get the approximation time series and construct the noisy template library with skip list.Then,the similarity between target log time series and noisy tem-plate to filter the noisy logs was compared.Experiment results on a r...
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| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2011-01-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/74420082/ |
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| _version_ | 1841537129446899712 |
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| author | RAO Xiang1 WANG Huai-min1 CAI Hua2 ZHOU Qi2 SUN Ting-tao2 SHI Dian-xi1 YIN Gang1 |
| author_facet | RAO Xiang1 WANG Huai-min1 CAI Hua2 ZHOU Qi2 SUN Ting-tao2 SHI Dian-xi1 YIN Gang1 |
| author_sort | RAO Xiang1 |
| collection | DOAJ |
| description | First model noisy event logs into time series,use Haar wavelet transform to get the approximation time series and construct the noisy template library with skip list.Then,the similarity between target log time series and noisy tem-plate to filter the noisy logs was compared.Experiment results on a real cloud service shows that successfully filter out the noisy log and increase the validity of fault feature. |
| format | Article |
| id | doaj-art-ddc201f16fb04993aa976bec1983c062 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2011-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-ddc201f16fb04993aa976bec1983c0622025-01-14T08:46:00ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2011-01-013210311374420082Noisy template skip list based log filtering in cloud systemsRAO Xiang1WANG Huai-min1CAI Hua2ZHOU Qi2SUN Ting-tao2SHI Dian-xi1YIN Gang1First model noisy event logs into time series,use Haar wavelet transform to get the approximation time series and construct the noisy template library with skip list.Then,the similarity between target log time series and noisy tem-plate to filter the noisy logs was compared.Experiment results on a real cloud service shows that successfully filter out the noisy log and increase the validity of fault feature.http://www.joconline.com.cn/zh/article/74420082/event logtime series similaritynoisy log filteringskip listcloud computing system |
| spellingShingle | RAO Xiang1 WANG Huai-min1 CAI Hua2 ZHOU Qi2 SUN Ting-tao2 SHI Dian-xi1 YIN Gang1 Noisy template skip list based log filtering in cloud systems Tongxin xuebao event log time series similarity noisy log filtering skip list cloud computing system |
| title | Noisy template skip list based log filtering in cloud systems |
| title_full | Noisy template skip list based log filtering in cloud systems |
| title_fullStr | Noisy template skip list based log filtering in cloud systems |
| title_full_unstemmed | Noisy template skip list based log filtering in cloud systems |
| title_short | Noisy template skip list based log filtering in cloud systems |
| title_sort | noisy template skip list based log filtering in cloud systems |
| topic | event log time series similarity noisy log filtering skip list cloud computing system |
| url | http://www.joconline.com.cn/zh/article/74420082/ |
| work_keys_str_mv | AT raoxiang1 noisytemplateskiplistbasedlogfilteringincloudsystems AT wanghuaimin1 noisytemplateskiplistbasedlogfilteringincloudsystems AT caihua2 noisytemplateskiplistbasedlogfilteringincloudsystems AT zhouqi2 noisytemplateskiplistbasedlogfilteringincloudsystems AT suntingtao2 noisytemplateskiplistbasedlogfilteringincloudsystems AT shidianxi1 noisytemplateskiplistbasedlogfilteringincloudsystems AT yingang1 noisytemplateskiplistbasedlogfilteringincloudsystems |