requirements_projects:data_collection_of_failure_prediction
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requirements_projects:data_collection_of_failure_prediction [2015/02/16 08:56] Linghui Zeng [Scope:] |
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'' | ||
| Line 33: | Line 33: | ||
| {{ :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 analyses data collected by the data collector and send 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 1, 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. |
| ==== Scope: ==== | ==== Scope: ==== | ||
| __Describe the problem being solved by project:__ | __Describe the problem being solved by project:__ | ||
| As a requirements category project, it plans to solve the problem as following: | As a requirements category project, it plans to solve the problem as following: | ||
| - | * The Ceilometer and Monasca projects in OpenStack Juno Release could not collect data as much as possible for a failure prediction system in the OPNFV environment. Due to this drawback, this project is to solve this problem by analyzing the gaps between failure prediction in OPNFV, OpenStack Ceilometer project and Monasca project. | + | * The Ceilometer and Monasca projects in OpenStack Juno Release could not collect data as much as possible for a failure prediction system in the OPNFV environment. Due to this drawback, this project is to solve this problem by analyzing the gaps between them. |
| __Specify any interface/API specification proposed:__ | __Specify any interface/API specification proposed:__ | ||
| Line 60: | Line 60: | ||
| * VIM northbound interfaces | * VIM northbound interfaces | ||
| Out of scope | Out of scope | ||
| - | * General software design framework for this project. | ||
| * An engine for analyzing collected data and predicting failure. | * An engine for analyzing collected data and predicting failure. | ||
| Line 90: | 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 | ||
| + | |||
| + | |||
| + | ===== 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 112: | Line 125: | ||
| ==== Proposed Release Schedule: ==== | ==== Proposed Release Schedule: ==== | ||
| When is the first release planned? | When is the first release planned? | ||
| - | * March, 2015. | + | * May, 2015. |
| 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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