Implementing Pulsar Geo Replication for Cross Region Data Streaming
Set up Apache Pulsar's geo-replication to achieve global data distribution with real-time consistency
As enterprises expand across geographies, ensuring real-time, reliable data movement across regions becomes critical. Apache Pulsar addresses this with native geo-replication, enabling seamless streaming of messages between multiple data centers or cloud regions.
In this post, we’ll walk through how to implement Pulsar’s geo-replication, covering key concepts, setup instructions, best practices, and how it compares to other messaging systems like Kafka.
What is Geo-Replication in Pulsar?
Geo-replication allows Pulsar to replicate topics across clusters in different geographical locations. It provides:
- Cross-region message distribution
- Disaster recovery capabilities
- Low-latency regional access
- Global topic federation across clusters
Pulsar uses asynchronous replication between clusters and supports multi-active or active-passive patterns.
Architecture Overview
[Producer - Region A] [Producer - Region B]
↓ ↓
[Pulsar Cluster A] <======> [Pulsar Cluster B] <======> [Pulsar Cluster C]
↓ ↓
[Consumer - Region A] [Consumer - Region B]
Each Pulsar cluster:
- Operates independently
- Shares ZooKeeper metadata
- Replicates topics using Replicator service
Prerequisites
To enable geo-replication, you need:
- Multiple Pulsar clusters (e.g.,
us-west
,eu-central
) - Clusters must be defined in broker and bookie config
- Shared ZooKeeper / Configuration Store
- Proper network access and authentication/authorization setup between clusters
Step-by-Step Configuration
1. Define Clusters
Edit broker.conf
or standalone.conf
on each cluster:
clusterName=us-west
Use Pulsar CLI to register clusters:
bin/pulsar-admin clusters create us-west \
--url http://us-west-broker:8080 \
--broker-url pulsar://us-west-broker:6650
bin/pulsar-admin clusters create eu-central \
--url http://eu-central-broker:8080 \
--broker-url pulsar://eu-central-broker:6650
2. Register Tenants for Replication
Enable tenants across clusters:
bin/pulsar-admin tenants update my-tenant \
--allowed-clusters us-west,eu-central
3. Create Topics with Replication Enabled
Enable replication while creating topics:
bin/pulsar-admin topics create persistent://my-tenant/my-ns/my-topic \
--clusters us-west,eu-central
Or configure default replication for a namespace:
bin/pulsar-admin namespaces set-clusters my-tenant/my-ns \
--clusters us-west,eu-central
4. Start Replication
Messages published in one region will be asynchronously propagated to other clusters.
No changes are needed for producer/consumer logic — Pulsar handles replication automatically behind the scenes.
Monitoring and Verification
Verify replication status:
bin/pulsar-admin topics stats persistent://my-tenant/my-ns/my-topic
Look for:
replicationBacklog
connected
flags for each remote cluster- Throughput metrics per region
Use Prometheus + Grafana dashboards for visual insights.
Best Practices
✅ Keep cluster names unique and consistent
✅ Monitor replication lag using topic stats
✅ Use asynchronous retry policies for temporary outages
✅ Use TLS and authentication across inter-cluster links
✅ Avoid circular replication (i.e., A → B → A)
✅ For DR, replicate critical topics only, not all
Use Cases
- Multi-region microservices: Ensure each region sees all events
- Cross-cloud hybrid architectures
- Disaster Recovery: Failover to another cluster during outages
- Analytics: Send operational data to centralized region for batch or BI
Pulsar vs Kafka for Replication
Feature | Pulsar | Kafka |
---|---|---|
Native Replication | ✅ Yes | ❌ Requires MirrorMaker |
Multi-Tenancy | ✅ Built-in | ❌ External effort |
Setup Complexity | Medium | High with MirrorMaker 2 |
Replication Pattern | Asynchronous + multi-active | Mostly active-passive |
Geo Routing | Supported via topic policies | Manual setup needed |
Conclusion
Apache Pulsar’s built-in geo-replication makes it easy to build resilient, globally distributed streaming systems. Whether you’re supporting multi-region consumers, low-latency access, or disaster recovery, Pulsar’s cross-cluster replication enables you to scale your messaging infrastructure beyond a single data center — with minimal operational complexity.
By following these practices and architectural patterns, you can ensure reliable, scalable, and secure cross-region data streaming using Apache Pulsar.