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Difference between revisions of "Vitrage"

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Once the local "causes" links (one hop) are detected and registered, we can follow them one hop after another to track the full causal chain of a sequence of events.
 
Once the local "causes" links (one hop) are detected and registered, we can follow them one hop after another to track the full causal chain of a sequence of events.
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== Design & Implementation ==
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=== High Level Architecture ===
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'''Vitrage Virtual Synchronizer'''
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Responsible for importing information regarding the virtual entities into Vitrage. Virtual entities can be, for example, virtual machines and virtual storage.
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It collects this data from different sources, including (but not limited to) Openstack, and saves it in Vitrage Graph.
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'''Vitrage Physical Synchronizer'''
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Responsible for importing information regarding the physical entities into Vitrage. Phyical entities can be, for example, physical hosts and switches.
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It collects this data from different sources, including (but not limited to) Openstack, and saves it in Vitrage Graph
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'''Vitrage Alarm Synchronizer'''
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Responsible for importing alarms regarding entities in the cloud into Vitrage. It collects this data from different sources, including (but not limited to) Openstack, and saves them in Vitrage Graph.
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'''Vitrage Graph'''
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Representation of the different entities in the Cloud and their inter-relations. Relationships can range from the topological (e.g., which host a VM is hosted on) to the logical (e.g., one alert causes a different alert).  It contains the graph DB itself and a collection of basic graph algorithms (e.g., sub-matching algorithms , BFS, DFS and etc).
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'''Vitrage Evaluator'''
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Coordinates the analysis of the Vitrage Graph and processes the results of this analysis.
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Responsible for execution of the following actions:
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*RCA – Root Cause Analysis
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*Deduce Alerts – Raise an alert as a result of other alert(s) or other events and changes in the Cloud
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*Deduce state – Updating resource state as result of other alert(s) or other events and changes in the Cloud
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'''Vitrage API'''
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The API for Vitrage. Enables to receive information from the Vitrage Graph regarding the cloud and analysis related to root cause.
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'''Vitrage Notifier'''
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Responsible to inform the different services with the Vitrage evaluator results.
  
  

Revision as of 00:50, 27 October 2015

  • Vitrage logo finaly.png


What is Vitrage?

Vitrage is the Openstack RCA (Root Cause Analysis) Engine for organizing, analyzing and expanding OpenStack alarms & events, yielding insights regarding the root cause of problems and deducing the existence of problems before they are directly detected.

Mission & Scope

Vitrage is a project dedicated to making the events and alarms in OpenStack more meaningful and helpful. The ideal to which we strive is that every significant event in the system should have a timely alarm/event generated for it, that alarms are raised as early as possible after the event, and that the cause-effect relationships between different events is understood and visualized.

The Vitrage project is intended to be a part of Ceilometer project. It will get events and alarms from Aodh and from other OpenStack components. Whenever a new alarm is raised, it will process it and may produce RCA information, create alarm aggregation or raise new Alarms in Aodh.

Vitrage - proposed architecture

High Level Functionality

  1. Root Cause Analysis (RCA) for alarms/events
  2. Deduced alarms and states (i.e., raising an alarm or modifying a state based on analysis of system, not only direct monitoring)
  3. Alarm Aggregation (i.e., grouping alarms by categories, such as resources and severity, making them more manageable and understandable)
  4. Physical-to-Virtual entities mapping
  5. UI support for all features above

Use Cases

Baseline

We consider the following example, where a we are monitoring a Switch (id 1002), for example via Nagios test, and as a result an alarm is raised on a Switch. The following image depicts the logical relationship among different resources in the system that are related to this switch. Note the mapping between virtual (machine) and physical (host, switch) entities.

Baseline


Deduced alarms & states

The problems on the switch can, at times, have a bad impact on the VMs running on hosts attached to the switch, and we would like to have an alarm on those VMs to indicate this, as shown here:

Deduced Alarm

As can be seen, an alarm is raised on all VMs associated with the switch. Similarly, we could want the state of all VMs to be changed to "ERROR". We would like to be able to do this even if, perhaps due to the problem with the switch, we cannot directly monitor the state of the VMs, since we can deduce this problem from the state of the switch.

Root Cause Indicators

Furthermore, we would like to be able to track this cause and effect - that the problem in the switch caused a problem in the VMs. In the following image, we highlight a single connection between the cause and effect for clarity - but all such links will be supported.

Important Note: not all deduced alarms are caused by the trigger - the trigger might only be an indication of correlation, not causation. In the case we are examining, however, the trigger is also the cause:

Root Cause Link

Once the local "causes" links (one hop) are detected and registered, we can follow them one hop after another to track the full causal chain of a sequence of events.


Design & Implementation

High Level Architecture

Vitrage Virtual Synchronizer

Responsible for importing information regarding the virtual entities into Vitrage. Virtual entities can be, for example, virtual machines and virtual storage. It collects this data from different sources, including (but not limited to) Openstack, and saves it in Vitrage Graph.


Vitrage Physical Synchronizer

Responsible for importing information regarding the physical entities into Vitrage. Phyical entities can be, for example, physical hosts and switches. It collects this data from different sources, including (but not limited to) Openstack, and saves it in Vitrage Graph


Vitrage Alarm Synchronizer

Responsible for importing alarms regarding entities in the cloud into Vitrage. It collects this data from different sources, including (but not limited to) Openstack, and saves them in Vitrage Graph.


Vitrage Graph

Representation of the different entities in the Cloud and their inter-relations. Relationships can range from the topological (e.g., which host a VM is hosted on) to the logical (e.g., one alert causes a different alert). It contains the graph DB itself and a collection of basic graph algorithms (e.g., sub-matching algorithms , BFS, DFS and etc).


Vitrage Evaluator

Coordinates the analysis of the Vitrage Graph and processes the results of this analysis.

Responsible for execution of the following actions:

  • RCA – Root Cause Analysis
  • Deduce Alerts – Raise an alert as a result of other alert(s) or other events and changes in the Cloud
  • Deduce state – Updating resource state as result of other alert(s) or other events and changes in the Cloud


Vitrage API

The API for Vitrage. Enables to receive information from the Vitrage Graph regarding the cloud and analysis related to root cause.


Vitrage Notifier

Responsible to inform the different services with the Vitrage evaluator results.


Development (Blueprints, Roadmap, Design...)

Subpages

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