End-to-End Guide: Configuring and Monitoring Aerospike with OpenTelemetry Receiver
Chaitanya Sistla
December 24, 2024
3 min read
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Aerospike is a high-performance, distributed database known for its low-latency and scalability. It is widely used in industries requiring real-time data processing, such as advertising technology, financial services, and telecommunications. Monitoring Aerospike with OpenTelemetry helps ensure optimal performance and provides actionable insights into database operations.
This guide covers the installation of Aerospike on Ubuntu, setting up the OpenTelemetry Collector with the Aerospike receiver, and sending metrics to OpenObserve for observability.
Why Aerospike?
Aerospike is designed to handle high-throughput workloads with minimal latency. Key benefits include:
- Low Latency: Aerospike’s in-memory architecture ensures rapid access to data.
- High Scalability: Ideal for applications that need to scale horizontally with ease.
- Strong Consistency: Aerospike ensures data consistency even in distributed environments.
- Ease of Deployment: With native clustering, Aerospike simplifies database management.
By monitoring Aerospike with OpenTelemetry, you can:
- Detect performance bottlenecks.
- Gain insights into resource usage.
- Monitor database health and metrics in real time.
Installation of Aerospike on Ubuntu
Follow these steps to install Aerospike on Ubuntu:
- Install Dependencies:
wget http://archive.ubuntu.com/ubuntu/pool/main/o/openssl/libssl1.1_1.1.0g-2ubuntu4_amd64.deb
sudo dpkg -i libssl1.1_1.1.0g-2ubuntu4_amd64.deb
- Download Aerospike Package:
wget -O aerospike.tgz https://download.aerospike.com/artifacts/aerospike-server-community/6.2.0.0/aerospike-server-community_6.2.0.0_tools-8.0.2_ubuntu20.04_x86_64.tgz
- Extract the Package:
tar -xvf aerospike.tgz
cd aerospike-server-community_6.2.0.0_tools-8.0.2_ubuntu20.04_x86_64/
- Install Aerospike:
sudo ./asinstall
- Start Aerospike Service:
systemctl start aerospike
- Verify Installation: Check the Aerospike service status:
systemctl status aerospike
Installation of OpenTelemetry Collector (Contrib)
Install OpenTelemetry Collector: Follow steps 1 and 2 from this guide.
Configure the Aerospike Receiver: Update the OpenTelemetry Collector configuration file:
receivers:
aerospike:
endpoint: "localhost:3000"
exporters:
otlphttp/openobserve:
endpoint: OPENOBSERVE_ENDPOINT
headers:
Authorization: OPENOBSERVE_TOKEN
stream-name: OPENOBSERVE_STREAM
service:
pipelines:
metrics:
receivers: [aerospike]
exporters: [otlphttp/openobserve]
Replace:
OPENOBSERVE_ENDPOINTwith your OpenObserve endpoint (e.g.,http://openobserve.example.com/api/org).OPENOBSERVE_TOKENwith your OpenObserve authentication token.OPENOBSERVE_STREAMwith your desired stream name.
Restart OpenTelemetry Collector:
systemctl restart otel-collector
Configuring Dashboards in OpenObserve
Verify Metrics in OpenObserve: Navigate to your OpenObserve dashboard to confirm the receipt of metrics from Aerospike.
Once verified, configure dashboards in OpenObserve or upload the prebuilt aerospike dashboard from here.
Conclusion
By integrating Aerospike with OpenTelemetry and OpenObserve, you gain comprehensive insights into your database operations. This setup enables real-time monitoring, simplifies troubleshooting, and ensures high performance in mission-critical applications.
Ready to explore the potential of Aerospike combined with OpenTelemetry to maximize your observability stack?
