data_collection_of_failure_prediction
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| - | ====== Data Collection for Failure Prediction (prediction) ====== | ||
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| - | A failure prediction system could be deployed to help the NFV system avoid the unexpected failure in advance. The whole failure prediction system is made up of a data collector, a failure predictor and a failure management module, which is shown in the following figure. | ||
| - | {{ :requirements_projects:collector2.png?300 |}} | ||
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| - | The data collector consists of Ceilometer and Monasca which can be extended to plugin some other open source data collectors, e.g. Zabbix, Nagios, Cacti. Based on real-time analytics techniques and machine learning techniques, the failure predictor analyses the data gathered by the data collector to automatically determine whether a failure will happen. If a failure is judged, then the failure predictor sends failure notifications to the failure management module (e.g. the Doctor module), which could handle these notifications. | ||
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| - | In OPNFV release 2, we limit the scope of this project to the data collector. | ||
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| - | * [[:requirements_projects:data_collection_of_failure_prediction|Project Proposal]] | ||
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| - | ===== Key Project Facts ===== | ||
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| - | ** Project Creation Date: ** March 3, 2015\\ | ||
| - | ** Project Category: ** Requirements \\ | ||
| - | ** Lifecycle State: ** Incubation \\ | ||
| - | ** Primary Contact: ** Hai Liu (hai.liu@huawei.com) \\ | ||
| - | ** Project Lead: ** Hai Liu (hai.liu@huawei.com) \\ | ||
| - | ** Jira Project Name: ** Data Collection for Failure Prediction \\ | ||
| - | ** Jira Project Prefix: ** PREDICTION \\ | ||
| - | ** Mailing list tag: ** [prediction] \\ | ||
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| - | ===== Committers and Contributors ===== | ||
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| - | ** Committers: ** \\ | ||
| - | * Hai Liu, hai.liu@huawei.com | ||
| - | * Yijun Yu, yuyijun@huawei.com | ||
| - | * Jun Li, matthew.lijun@huawei.com | ||
| - | * Yifei Xue, xueyifei@huawei.com | ||
| - | * Linghui Zeng, linghui.zeng@huawei.com | ||
| - | * Lanchao Zheng, zhenglanchao@huawei.com | ||
| - | * Qiao Fu, fuqiao@chinamobile.com | ||
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| - | ** Contributors: ** \\ | ||
| - | * TBD | ||
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| - | ===== Communication Channels ===== | ||
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| - | ** IRC ** : TBD \\ | ||
| - | ** Mailing List **: use [[https://lists.opnfv.org/mailman/listinfo/opnfv-tech-discuss|opnfv-tech-discuss]] and tag your emails with ''[prediction]'' in the subject for easier filtering \\ | ||
| - | ** Meetings **: TBD \\ | ||
| - | ** Repository **: ''prediction'' | ||
data_collection_of_failure_prediction.1427441477.txt.gz ยท Last modified: 2015/03/27 07:31 by Linghui Zeng
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