π 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:
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Monitoring: Resource utilization and performance
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Metering: Usage data for billing and chargeback
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Alarming: Triggering alerts based on thresholds
2. Ceilometer Architecture
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Data Collectors: Gather metrics from Nova, Neutron, Cinder, Swift, etc.
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Message Bus: Transports collected data (usually RabbitMQ or Kafka)
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Database: Stores metrics (MongoDB, Gnocchi, or SQL)
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API Service: Provides access to telemetry data
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Integration: Works with Aodh (alarming) and Gnocchi (time-series storage)
3. Key Metrics Collected
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Compute: CPU utilization, memory usage, disk I/O
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Storage: Volume size, read/write operations
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Network: Bandwidth usage, packet counts
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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 |
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Billing |
Track tenant usage for chargeback |
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Capacity Planning |
Monitor trends for scaling decisions |
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SLA Enforcement |
Ensure performance thresholds are met |
|
Security |
Detect anomalies in usage patterns |
|
Automation |
Trigger scaling actions via alarms |
6. Best Practices
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Use Gnocchi for scalable time-series storage
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Integrate with Aodh for alarms and notifications
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Secure telemetry APIs with TLS and RBAC
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Monitor message bus health (RabbitMQ/Kafka)
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Automate reporting with dashboards (Grafana, Kibana)
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