OpenStack Ceilometer – Monitoring, Metering, and Alarming

Openstack RSH NETWORK February 07, 2026 2 mins read

Discover how OpenStack Ceilometer collects metrics, enables metering, and integrates with alarming services for cloud monitoring.

πŸ“– Detailed Content

1. What is Ceilometer?

Ceilometer is OpenStack’s telemetry service, designed to collect usage and performance data across compute, storage, and networking. It enables:

  • Monitoring: Resource utilization and performance

  • Metering: Usage data for billing and chargeback

  • Alarming: Triggering alerts based on thresholds

2. Ceilometer Architecture

  • Data Collectors: Gather metrics from Nova, Neutron, Cinder, Swift, etc.

  • Message Bus: Transports collected data (usually RabbitMQ or Kafka)

  • Database: Stores metrics (MongoDB, Gnocchi, or SQL)

  • API Service: Provides access to telemetry data

  • Integration: Works with Aodh (alarming) and Gnocchi (time-series storage)

3. Key Metrics Collected

  • Compute: CPU utilization, memory usage, disk I/O

  • Storage: Volume size, read/write operations

  • Network: Bandwidth usage, packet counts

  • Image Service: Upload/download statistics

4. Sample CLI Queries

bash

# List meters

openstack meter list

 

# Show statistics for CPU utilization

openstack statistics show --meter cpu_util --period 600

 

# Create alarm (via Aodh)

openstack alarm create --name cpu_high \

  --meter-name cpu_util \

  --threshold 80 \

  --comparison-operator gt \

  --period 600 \

  --evaluation-periods 1 \

  --alarm-action 'http://notify.rshnetwork.com/alarm'

 

5. Use Cases

Use Case

Description

Billing

Track tenant usage for chargeback

Capacity Planning

Monitor trends for scaling decisions

SLA Enforcement

Ensure performance thresholds are met

Security

Detect anomalies in usage patterns

Automation

Trigger scaling actions via alarms

6. Best Practices

  • Use Gnocchi for scalable time-series storage

  • Integrate with Aodh for alarms and notifications

  • Secure telemetry APIs with TLS and RBAC

  • Monitor message bus health (RabbitMQ/Kafka)

  • Automate reporting with dashboards (Grafana, Kibana)


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