Watcher

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.

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.