Hierarchical diagnostic approach for performance problems in cloud computing platforms
A hierarchical diagnosis approach,namely Magnifier,was proposed,which models the execution path graph of a user request as component layer,module layer and function layer,and detects anomalies from higher layer to lower layer separately.Extensive experiments were conducted on the Alibaba cloud compu...
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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/74418678/ |
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| _version_ | 1841537130356015104 |
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| author | MI Hai-bo1 WANG Huai-min1 CAI Hua2 YIN Gang1 ZHOU Qi2 SUN Ting-tao2 ZHOU Yang-fan3 |
| author_facet | MI Hai-bo1 WANG Huai-min1 CAI Hua2 YIN Gang1 ZHOU Qi2 SUN Ting-tao2 ZHOU Yang-fan3 |
| author_sort | MI Hai-bo1 |
| collection | DOAJ |
| description | A hierarchical diagnosis approach,namely Magnifier,was proposed,which models the execution path graph of a user request as component layer,module layer and function layer,and detects anomalies from higher layer to lower layer separately.Extensive experiments were conducted on the Alibaba cloud computing platform.The results indicate that,under the conditions of large volume of data and high complexity of execution paths,Magnifier can accurately and efficiently locate the prime causes of performance degradation. |
| format | Article |
| id | doaj-art-e88fe3fff59e496297c2e1eefe429fd3 |
| 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-e88fe3fff59e496297c2e1eefe429fd32025-01-14T08:45:53ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2011-01-013211412474418678Hierarchical diagnostic approach for performance problems in cloud computing platformsMI Hai-bo1WANG Huai-min1CAI Hua2YIN Gang1ZHOU Qi2SUN Ting-tao2ZHOU Yang-fan3A hierarchical diagnosis approach,namely Magnifier,was proposed,which models the execution path graph of a user request as component layer,module layer and function layer,and detects anomalies from higher layer to lower layer separately.Extensive experiments were conducted on the Alibaba cloud computing platform.The results indicate that,under the conditions of large volume of data and high complexity of execution paths,Magnifier can accurately and efficiently locate the prime causes of performance degradation.http://www.joconline.com.cn/zh/article/74418678/performance problemhierarchical diagnosticcloud computing platform |
| spellingShingle | MI Hai-bo1 WANG Huai-min1 CAI Hua2 YIN Gang1 ZHOU Qi2 SUN Ting-tao2 ZHOU Yang-fan3 Hierarchical diagnostic approach for performance problems in cloud computing platforms Tongxin xuebao performance problem hierarchical diagnostic cloud computing platform |
| title | Hierarchical diagnostic approach for performance problems in cloud computing platforms |
| title_full | Hierarchical diagnostic approach for performance problems in cloud computing platforms |
| title_fullStr | Hierarchical diagnostic approach for performance problems in cloud computing platforms |
| title_full_unstemmed | Hierarchical diagnostic approach for performance problems in cloud computing platforms |
| title_short | Hierarchical diagnostic approach for performance problems in cloud computing platforms |
| title_sort | hierarchical diagnostic approach for performance problems in cloud computing platforms |
| topic | performance problem hierarchical diagnostic cloud computing platform |
| url | http://www.joconline.com.cn/zh/article/74418678/ |
| work_keys_str_mv | AT mihaibo1 hierarchicaldiagnosticapproachforperformanceproblemsincloudcomputingplatforms AT wanghuaimin1 hierarchicaldiagnosticapproachforperformanceproblemsincloudcomputingplatforms AT caihua2 hierarchicaldiagnosticapproachforperformanceproblemsincloudcomputingplatforms AT yingang1 hierarchicaldiagnosticapproachforperformanceproblemsincloudcomputingplatforms AT zhouqi2 hierarchicaldiagnosticapproachforperformanceproblemsincloudcomputingplatforms AT suntingtao2 hierarchicaldiagnosticapproachforperformanceproblemsincloudcomputingplatforms AT zhouyangfan3 hierarchicaldiagnosticapproachforperformanceproblemsincloudcomputingplatforms |