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- Add platform version 2.0.0 to global configuration - Add analytics configuration with enabled flag - Add churn module with xgboost ML model, daily prediction interval, and risk thresholds (low: 25, medium: 50, high: 75) - Add fraud module with real-time detection, severity levels (low/medium/high/critical), and patterns (account_takeover, subscription_fraud, payment_fraud, usage_anomaly, sim_swap) - Add market module with competitor tracking and weekly update interval - Add maintenance module with LSTM predictive model and 0.7 alert threshold
Telecom Platform Deployment Guide
This guide provides comprehensive instructions for deploying the Telecom Platform with all infrastructure components including GitOps, multi-environment support, service mesh, backup, logging, secrets management, and compliance.
Architecture Overview
The Telecom Platform deployment consists of the following components:
Core Platform Services
- API Server: Main REST API service
- Charging Engine: Billing and payment processing
- Packet Gateway: Network packet processing
- Web Dashboard: React-based admin interface
Infrastructure Components
- GitOps: ArgoCD for continuous deployment
- Service Mesh: Istio for traffic management and security
- Monitoring: Prometheus + Grafana stack
- Logging: ELK stack (Elasticsearch, Logstash, Kibana)
- Backup: Velero for disaster recovery
- Secrets: HashiCorp Vault for secure secret management
- Certificates: cert-manager for automated TLS
- Compliance: GDPR compliance framework
- Autoscaling: HPA and VPA for dynamic scaling
Prerequisites
Kubernetes Cluster
- Kubernetes 1.24+ with RBAC enabled
- Minimum 8 CPU cores, 32GB RAM for production
- Storage class provisioned (e.g., standard, gp2)
Required Tools
- kubectl 1.24+
- helm 3.8+
- argocd CLI (optional)
- vault CLI (optional)
External Dependencies
- S3 bucket for backups
- Domain names for TLS certificates
- Email for Let's Encrypt certificates
Deployment Steps
1. Install Infrastructure Components
1.1 Install Istio Service Mesh
# Install Istio
kubectl apply -f deployments/istio/istio-install.yaml
# Wait for Istio to be ready
kubectl wait --for=condition=ready pod -l app=istio-ingressgateway -n istio-system --timeout=300s
1.2 Install Cert-Manager
# Install cert-manager
kubectl apply -f deployments/cert-manager/cert-manager-install.yaml
# Wait for cert-manager to be ready
kubectl wait --for=condition=ready pod -l app.kubernetes.io/name=cert-manager -n cert-manager --timeout=300s
1.3 Install HashiCorp Vault
# Install Vault
kubectl apply -f deployments/vault/vault-install.yaml
# Initialize Vault
kubectl apply -f deployments/vault/vault-secrets-config.yaml
# Wait for Vault to be ready
kubectl wait --for=condition=ready pod -l app.kubernetes.io/name=vault -n vault --timeout=300s
1.4 Install ELK Stack
# Install Elasticsearch
kubectl apply -f deployments/elk-stack/elasticsearch.yaml
# Wait for Elasticsearch to be ready
kubectl wait --for=condition=ready pod -l app.kubernetes.io/name=elasticsearch -n elasticsearch --timeout=600s
# Install Logstash
kubectl apply -f deployments/elk-stack/logstash.yaml
# Install Kibana
kubectl apply -f deployments/elk-stack/kibana.yaml
1.5 Install Velero for Backup
# Install Velero
kubectl apply -f deployments/backup/velero-install.yaml
# Configure AWS credentials (update with your actual credentials)
kubectl patch secret velero-aws-credentials -n velero --patch '{"data":{"cloud":"[base64-encoded-aws-credentials]"}}'
1.6 Install ArgoCD
# Install ArgoCD
kubectl apply -f deployments/argocd/argocd-install.yaml
# Wait for ArgoCD to be ready
kubectl wait --for=condition=ready pod -l app.kubernetes.io/name=argocd -n argocd --timeout=300s
2. Deploy Platform Services
2.1 Deploy Core Services
# Deploy namespace and core services
kubectl apply -f deployments/kubernetes/00-namespace.yaml
kubectl apply -f deployments/kubernetes/01-mongodb.yaml
kubectl apply -f deployments/kubernetes/02-redis.yaml
kubectl apply -f deployments/kubernetes/03-api-server.yaml
kubectl apply -f deployments/kubernetes/04-charging-engine.yaml
kubectl apply -f deployments/kubernetes/05-packet-gateway.yaml
kubectl apply -f deployments/kubernetes/06-web-dashboard.yaml
2.2 Deploy Monitoring Stack
# Deploy monitoring components
kubectl apply -f deployments/kubernetes/monitoring/
2.3 Deploy Ingress and Gateway
# Deploy Istio gateway
kubectl apply -f deployments/istio/telecom-platform-gateway.yaml
3. Configure GitOps
3.1 Apply ArgoCD Applications
# Deploy ArgoCD applications
kubectl apply -f deployments/argocd/argocd-app-of-apps.yaml
kubectl apply -f deployments/argocd/apps/
3.2 Configure ArgoCD Access
# Get ArgoCD admin password
kubectl get secret argocd-initial-admin-secret -n argocd -o jsonpath='{.data.password}' | base64 -d
# Port forward to ArgoCD UI
kubectl port-forward svc/argocd-server -n argocd 8080:443
4. Configure Autoscaling
# Deploy HPA and VPA configurations
kubectl apply -f deployments/autoscaling/hpa.yaml
kubectl apply -f deployments/autoscaling/vpa.yaml
5. Configure Compliance
# Deploy GDPR compliance
kubectl apply -f deployments/gdpr/gdpr-compliance.yaml
6. Configure Certificates
# Deploy certificate configurations
kubectl apply -f deployments/cert-manager/certificates.yaml
Multi-Environment Deployment
Development Environment
# Deploy to dev environment
kubectl apply -k deployments/environments/dev
Staging Environment
# Deploy to staging environment
kubectl apply -k deployments/environments/staging
Production Environment
# Deploy to production environment
kubectl apply -k deployments/environments/prod
Monitoring and Observability
Access Grafana
# Port forward to Grafana
kubectl port-forward svc/grafana -n monitoring 3000:3000
# Default credentials: admin/admin
Access Kibana
# Port forward to Kibana
kubectl port-forward svc/kibana -n elasticsearch 5601:5601
Access Prometheus
# Port forward to Prometheus
kubectl port-forward svc/prometheus -n monitoring 9090:9090
Backup and Recovery
Manual Backup
# Create manual backup
kubectl create backup telecom-platform-manual-$(date +%Y%m%d) \
--from-namespaces=telecom-platform \
--include-cluster-resources=true \
--storage-location=default \
--wait
Restore from Backup
# Restore from backup
kubectl create restore telecom-platform-restore \
--from-backup=telecom-platform-manual-20231201 \
--include-namespaces=telecom-platform \
--wait
Security Configuration
Vault Secrets Management
# Access Vault UI
kubectl port-forward svc/vault -n vault 8200:8200
# Login with root token (from initialization)
vault login <root-token>
# Add new secrets
vault kv put kv/telecom-platform/database url="postgresql://user:pass@postgres:5432/db"
Certificate Management
# Check certificate status
kubectl get certificates -n telecom-platform
# Renew certificates (automatic with cert-manager)
kubectl annotate certificate telecom-platform-tls cert-manager.io/renew=true -n telecom-platform
Troubleshooting
Common Issues
Pod Not Starting
# Check pod status and logs
kubectl describe pod <pod-name> -n <namespace>
kubectl logs <pod-name> -n <namespace>
Service Not Accessible
# Check service and endpoints
kubectl get svc -n <namespace>
kubectl get endpoints -n <namespace>
# Check Istio configuration
kubectl get virtualservices -n <namespace>
kubectl get gateways -n <namespace>
Certificate Issues
# Check certificate status
kubectl describe certificate <cert-name> -n <namespace>
kubectl get certificate <cert-name> -n <namespace> -o yaml
Backup Issues
# Check Velero status
kubectl get backups -n velero
kubectl describe backup <backup-name> -n velero
Performance Tuning
Resource Limits
- Adjust CPU/memory limits based on actual usage
- Monitor HPA/VPA recommendations
- Consider node affinity for critical services
Database Optimization
- Configure connection pooling
- Enable query caching
- Set up read replicas for scaling
Logging Optimization
- Configure log retention policies
- Implement log sampling for high-volume services
- Use structured logging format
Security Best Practices
Network Security
- Use Istio mTLS for service-to-service communication
- Implement network policies
- Regularly review security group rules
Secrets Management
- Rotate secrets regularly
- Use Vault for dynamic secrets
- Enable audit logging for secret access
Compliance
- Regular GDPR compliance audits
- Data retention policy enforcement
- Privacy by design principles
Maintenance
Regular Tasks
- Weekly: Review backup status
- Monthly: Update certificates and secrets
- Quarterly: Security audit and compliance review
- Annually: Disaster recovery testing
Scaling Considerations
- Monitor resource utilization
- Plan for peak traffic patterns
- Implement auto-scaling policies
- Consider multi-region deployment
Support
For issues and questions:
- Check the troubleshooting section
- Review logs and metrics
- Consult the documentation
- Contact the platform team
Version History
- v1.0.0: Initial deployment with core services
- v1.1.0: Added Istio service mesh
- v1.2.0: Added ELK stack logging
- v1.3.0: Added Vault secrets management
- v1.4.0: Added GDPR compliance
- v1.5.0: Added auto-scaling and monitoring