requirements_projects:data_collection_of_failure_prediction
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requirements_projects:data_collection_of_failure_prediction [2015/03/03 07:57] Linghui Zeng [Architecture:] |
requirements_projects:data_collection_of_failure_prediction [2015/03/04 20:10] Aric Gardner |
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| - | ==== Data Collection: ==== | + | ==== Failure Prediction: ==== |
| * Proposed name for the project: ''data collection for failure prediction'' | * Proposed name for the project: ''data collection for failure prediction'' | ||
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| {{ :requirements_projects:collector2.png?300 |}} | {{ :requirements_projects:collector2.png?300 |}} | ||
| - | 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. The predictor based on machine learning techniques analyses data collected by the data collector to automatically determine whether a failure happens. If a failure happens, then the predictor sends notifications to the failure management module (e.g. the Doctor module), which could handle these failure notifications. | + | 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. |
| In OPNFV release 2, we limit the scope of this project to the data collector. | In OPNFV release 2, we limit the scope of this project to the data collector. | ||
| Line 89: | Line 89: | ||
| * ETSI NFV draft REL GS (v1.0.0, 2014-11) | * ETSI NFV draft REL GS (v1.0.0, 2014-11) | ||
| * ETSI GS NFV REL004 | * ETSI GS NFV REL004 | ||
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| + | |||
| + | ===== Key Project Facts ===== | ||
| + | |||
| + | ** Project Creation Date: ** \\ | ||
| + | ** Project Category: ** \\ | ||
| + | ** Lifecycle State: ** Incubation \\ | ||
| + | ** Primary Contact: ** linghui.zeng@huawei.com \\ | ||
| + | ** Project Lead: ** linghui.zeng@huawei.com \\ | ||
| + | ** Jira Project Name: ** Data Collection for Failure Prediction \\ | ||
| + | ** Jira Project Prefix: ** PREDICTION \\ | ||
| + | ** Mailing list tag: ** [prediction] \\ | ||
| + | |||
| ==== Committers and Contributors: ==== | ==== Committers and Contributors: ==== | ||
| + | |||
| Names and affiliations of the committers: | Names and affiliations of the committers: | ||
| * Hai Liu, hai.liu@huawei.com | * Hai Liu, hai.liu@huawei.com | ||
| Line 115: | Line 129: | ||
| Will this align with the current release cadence | Will this align with the current release cadence | ||
| * Yes | * Yes | ||
| - | |||
requirements_projects/data_collection_of_failure_prediction.txt ยท Last modified: 2015/03/20 22:45 by Aric Gardner
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