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AxonOps Documentation

AxonOps — AI-Native Control Plane for Open Source Data Platforms

Kafka Cloud Deployment

Deployment guides for running Apache Kafka on cloud platforms.

Cloud Deployment Overview

Section titled “Cloud Deployment Overview”
Cloud PlatformsIaaSContainerAWS EC2Azure VMsGCP ComputeKubernetesEKS/AKS/GKEFull controlSelf-managedPortableOrchestrated

Platform Comparison

Section titled “Platform Comparison”
AspectAWSAzureGCPKubernetes
ComputeEC2Virtual MachinesCompute EnginePods
StorageEBS gp3Premium SSD v2PD-SSDPVC
NetworkingVPCVNetVPCServices
Load BalancingNLBLBTCP LBService/Ingress
IAMIAM RolesManaged IdentityService AccountsRBAC

Deployment Patterns

Section titled “Deployment Patterns”

Single Region

Section titled “Single Region”
RegionAZ 1AZ 2AZ 3Broker 1Broker 2Broker 3replicationreplicationreplication

Multi-Region (Active-Passive)

Section titled “Multi-Region (Active-Passive)”
Primary RegionDR RegionClusterMirrorMaker 2ClusterHandles all trafficStandby for failoverconsumereplicate

Region Strategy

Section titled “Region Strategy”

Choosing between single-region and multi-region deployments is a critical architectural decision. See Single Region vs Multi-Region for:

  • Cloud region failure statistics and historical incidents
  • RTO/RPO analysis for different architectures
  • Industry-specific recommendations (finance, healthcare, e-commerce)
  • Cost analysis and decision framework
  • Implementation checklists

Cloud-Specific Guides

Section titled “Cloud-Specific Guides”

AWS Deployment

Section titled “AWS Deployment”
  • EC2 instance selection
  • EBS volume configuration
  • VPC and security groups
  • Terraform examples

Azure Deployment

Section titled “Azure Deployment”
  • VM sizing
  • Managed disk configuration
  • VNet and NSG
  • Terraform examples

GCP Deployment

Section titled “GCP Deployment”
  • Compute Engine sizing
  • Persistent disk configuration
  • VPC and firewall rules
  • Terraform examples

Kubernetes Deployment

Section titled “Kubernetes Deployment”
  • StatefulSet configuration
  • Persistent volume claims
  • Network policies
  • Helm charts

Common Considerations

Section titled “Common Considerations”

High Availability

Section titled “High Availability”
RequirementImplementation
Zone redundancySpread brokers across 3+ AZs
Rack awarenessConfigure broker.rack per zone
Replicationreplication.factor=3
ISRmin.insync.replicas=2

Security

Section titled “Security”
LayerCloud Implementation
NetworkPrivate subnets, security groups
Encryption in transitTLS certificates
Encryption at restEncrypted volumes
AuthenticationSASL/SCRAM or mTLS
AuthorizationKafka ACLs

Monitoring

Section titled “Monitoring”
AspectCloud Service
MetricsCloudWatch / Azure Monitor / Cloud Monitoring
LogsCloudWatch Logs / Log Analytics / Cloud Logging
AlertingSNS / Action Groups / Alerting

Cost Optimization

Section titled “Cost Optimization”

Compute

Section titled “Compute”
  • Use reserved instances for steady workloads
  • Right-size based on actual utilization
  • Consider spot/preemptible for non-critical workloads

Storage

Section titled “Storage”
  • Use appropriate disk type for workload
  • Implement retention policies to limit storage growth
  • Consider tiered storage for cold data

Network

Section titled “Network”
  • Keep replication traffic within zone when possible
  • Use private endpoints to avoid egress costs
  • Compress data to reduce transfer volume
Section titled “Related Documentation”