Difference between revisions of "Watcher"
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| − | | UC3 : Order planned placement ( | + | | UC3 : Order planned placement (optimized and planned initial placement of a new instance) || TBD |
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Revision as of 10:00, 18 March 2015
Contents
Watcher
Watcher is an OpenStack module that takes advantage of CEP and ML algorithms/metaheuristics to improve physical resources usage through VM placement improvement. This page is currently a work in progress.
Motivation
The aim of cloud providers is to maximize the utilization of their data-centers by efficiently executing their customer applications with a minimal cost.
From their perspective, the following metrics are necessary to compare optimization strategies for a given workload:
- the cost reduction
- number of hardware resources utilized (storage servers, compute servers, network controllers, network bandwidth, ...)
- energy consumption
- maintenance & monitoring costs
- licensing cost
- the generated revenue. If possible, manage overcommitment with a minimum number of SLA violations and induced penalties.
The watcher module offers an open optimization solution for helping cloud providers to better satisfy those objectives on an Openstack cluster.
The watcher module will be designed in order to provide a very simple interface for a cluster administrator, hiding the underlying complexity of metrics/events handling and optimization strategies.
Use cases
Detailed use cases can be viewed in the Google doc here: Watcher Use Cases.
Below we list use cases and the Watcher release at which we hope to support that use case. Please feel free to add additional use cases that you would like Watcher to support.
| Use case | Watcher target release |
|---|---|
| UC0 : on-demand optimization of the cluster | alpha |
| UC1 : regular optimization of the cluster | TBD |
| UC2 : Order immediate placement (optimized initial placement of a new instance) | TBD |
| UC3 : Order planned placement (optimized and planned initial placement of a new instance) | TBD |
How to use it ?
Architecture
Watcher has been designed to use the same modules and architecture of other OpenStack components, such as:
- oslo.db
- oslo.config
- pecan
- WSME
- stevedore
More detailed architecture info can be found here.
