Alerting Documentation¶
Overview¶
This document outlines the comprehensive alerting strategy for the Dispatch Center Application, covering alert definitions, escalation procedures, notification channels, and incident response workflows.
Table of Contents¶
- Alerting Architecture
- Alert Severity Levels
- Alert Categories
- Notification Channels
- Escalation Procedures
- Alert Rules and Thresholds
- On-Call Management
- Alert Fatigue Prevention
- Integration with External Systems
- Alerting Best Practices
Alerting Architecture¶
flowchart LR
data_sources["Data Sources<br/>(Metrics, Logs, etc.)"]
alert_rules["Alert Rules<br/>& Thresholds"]
alert_manager["Alert Manager<br/>(Azure Monitor)"]
action_groups["Action Groups<br/>& Routing"]
notification_channels["Notification Channels<br/>(Teams, SMS, Email, etc.)"]
external_systems["External Systems<br/>(PagerDuty, ServiceNow)"]
data_sources --> alert_rules
alert_rules --> alert_manager
alert_manager --> action_groups
action_groups --> notification_channels
notification_channels --> external_systems
Alert Severity Levels¶
Severity 1 (Critical) - P1¶
Response Time: Immediate (< 15 minutes)
Escalation: Automatic after 30 minutes
Business Impact: Service unavailable, data loss risk, security breach
Criteria:¶
- Complete system outage (application down)
- Database connectivity failure
- Security breach or unauthorized access
- Data corruption or loss
- Payment processing failure
- Critical integration failures (Reach, payment systems)
Examples:¶
critical_alerts:
- name: "Application Down"
condition: "availability < 95% for 5 minutes"
notification: ["sms", "voice_call", "teams", "email"]
- name: "Database Connection Failure"
condition: "database_connections = 0 for 2 minutes"
notification: ["sms", "voice_call", "teams"]
- name: "Security Breach Detected"
condition: "failed_login_attempts > 100 in 5 minutes"
notification: ["sms", "teams", "security_team"]
Severity 2 (High) - P2¶
Response Time: < 1 hour
Escalation: Automatic after 2 hours
Business Impact: Major functionality impaired, significant performance degradation
Criteria:¶
- High error rates (> 5%)
- Severe performance degradation (> 10 second response times)
- Payment processing delays
- Major integration issues
- High queue backlog in Service Bus
Examples:¶
high_priority_alerts:
- name: "High Error Rate"
condition: "error_rate > 5% for 10 minutes"
notification: ["teams", "email", "mobile_push"]
- name: "Performance Degradation"
condition: "avg_response_time > 10000ms for 15 minutes"
notification: ["teams", "email"]
- name: "Service Bus Queue Backlog"
condition: "queue_length > 1000 messages for 20 minutes"
notification: ["teams", "email"]
Severity 3 (Medium) - P3¶
Response Time: < 4 hours
Escalation: Manual escalation only
Business Impact: Minor functionality affected, capacity warnings
Criteria:¶
- Moderate error rates (1-5%)
- Capacity warnings (> 80% utilization)
- Non-critical integration issues
- Performance warnings
- Backup failures
Examples:¶
medium_priority_alerts:
- name: "Capacity Warning"
condition: "cpu_utilization > 80% for 30 minutes"
notification: ["teams", "email"]
- name: "Backup Failure"
condition: "backup_status = failed"
notification: ["email"]
- name: "Integration Timeout"
condition: "external_api_timeout_rate > 10% for 20 minutes"
notification: ["teams", "email"]
Severity 4 (Low) - P4¶
Response Time: Next business day
Escalation: None
Business Impact: Informational, trending issues, maintenance notifications
Criteria:¶
- Information notifications
- Scheduled maintenance reminders
- Trending issues
- Certificate expiration warnings (> 30 days)
- Storage warnings (> 70% utilization)
Examples:¶
low_priority_alerts:
- name: "Certificate Expiring Soon"
condition: "certificate_expiry < 30 days"
notification: ["email"]
- name: "Storage Warning"
condition: "disk_utilization > 70%"
notification: ["email"]
- name: "Scheduled Maintenance Reminder"
condition: "maintenance_window < 24 hours"
notification: ["email"]
Alert Categories¶
Infrastructure Alerts¶
- Server Health: CPU, memory, disk, network utilization
- Network Connectivity: Network latency, packet loss
- Storage: Disk space, I/O performance
- Database: Connection pool, query performance, deadlocks
Application Alerts¶
- Performance: Response times, throughput, user experience
- Errors: Error rates, exception counts, failed requests
- Availability: Health check failures, endpoint availability
- Business Logic: Service request processing, billing failures
Security Alerts¶
- Authentication: Failed login attempts, suspicious activity
- Authorization: Privilege escalation attempts, unauthorized access
- Data Protection: Data export anomalies, encryption failures
- Compliance: Audit log failures, policy violations
Business Process Alerts¶
- Service Requests: SLA violations, backlog alerts
- Technician Management: Scheduling conflicts, availability issues
- Billing: Invoice generation failures, payment processing issues
- Customer Experience: Satisfaction score drops, complaint spikes
Notification Channels¶
Primary Channels¶
Microsoft Teams¶
teams_configuration:
primary_channel: "#ops-alerts"
critical_channel: "#critical-alerts"
security_channel: "#security-alerts"
business_channel: "#business-alerts"
webhook_url: "https://outlook.office.com/webhook/..."
message_format: "adaptive_card"
Email¶
email_configuration:
smtp_server: "smtp.office365.com"
distribution_lists:
- "ops-team@company.com"
- "dev-team@company.com"
- "security-team@company.com"
template_format: "html"
include_runbook_links: true
SMS/Voice¶
sms_configuration:
provider: "twilio"
emergency_contacts:
- "+1-555-0101" # On-call engineer
- "+1-555-0102" # Backup on-call
- "+1-555-0103" # Team lead
voice_escalation: true
escalation_delay: "15 minutes"
Secondary Channels¶
Mobile Push Notifications¶
- Azure Mobile App notifications
- Custom mobile app integration
- Rich notifications with action buttons
Webhook Integrations¶
- Slack (for external partners)
- Custom ITSM systems
- Third-party monitoring dashboards
Escalation Procedures¶
Automatic Escalation Matrix¶
escalation_matrix:
severity_1:
level_1: "0 minutes - On-call engineer"
level_2: "15 minutes - Backup on-call + Team lead"
level_3: "30 minutes - Manager + Director"
level_4: "60 minutes - VP Engineering + CTO"
severity_2:
level_1: "0 minutes - On-call engineer"
level_2: "60 minutes - Team lead"
level_3: "120 minutes - Manager"
severity_3:
level_1: "0 minutes - On-call engineer"
level_2: "240 minutes - Team lead (business hours only)"
severity_4:
level_1: "Next business day - Team lead"
Manual Escalation Triggers¶
- Incident commander request
- Customer escalation
- Regulatory requirement
- Media attention
- Business impact assessment
External Escalation¶
external_escalation:
conditions:
- "severity_1 and duration > 2 hours"
- "customer_facing and severity_2"
- "security_incident"
contacts:
- "Legal department"
- "Public relations"
- "Customer success"
- "Executive leadership"
Alert Rules and Thresholds¶
Performance Thresholds¶
Response Time Alerts¶
{
"alert_name": "High Response Time",
"metric": "avg_response_time",
"conditions": [
{
"threshold": "2000ms",
"duration": "5 minutes",
"severity": "warning"
},
{
"threshold": "5000ms",
"duration": "5 minutes",
"severity": "high"
},
{
"threshold": "10000ms",
"duration": "2 minutes",
"severity": "critical"
}
]
}
Error Rate Alerts¶
{
"alert_name": "Error Rate Spike",
"metric": "error_percentage",
"conditions": [
{
"threshold": "1%",
"duration": "10 minutes",
"severity": "warning"
},
{
"threshold": "5%",
"duration": "5 minutes",
"severity": "high"
},
{
"threshold": "10%",
"duration": "2 minutes",
"severity": "critical"
}
]
}
Infrastructure Thresholds¶
Resource Utilization¶
resource_alerts:
cpu_utilization:
warning: "75% for 15 minutes"
high: "85% for 10 minutes"
critical: "95% for 5 minutes"
memory_utilization:
warning: "80% for 15 minutes"
high: "90% for 10 minutes"
critical: "95% for 5 minutes"
disk_space:
warning: "80% utilization"
high: "90% utilization"
critical: "95% utilization"
Business Logic Thresholds¶
Service Request Processing¶
business_alerts:
service_request_backlog:
warning: "50 unassigned requests"
high: "100 unassigned requests"
critical: "200 unassigned requests"
sla_violations:
warning: "5% SLA miss rate"
high: "10% SLA miss rate"
critical: "20% SLA miss rate"
technician_utilization:
warning: "< 60% or > 90%"
high: "< 50% or > 95%"
critical: "< 40% or > 98%"
On-Call Management¶
On-Call Schedule¶
on_call_schedule:
rotation_type: "weekly"
handoff_time: "Monday 9:00 AM"
backup_coverage: "always"
teams:
primary:
- "Engineer A"
- "Engineer B"
- "Engineer C"
- "Engineer D"
backup:
- "Senior Engineer X"
- "Senior Engineer Y"
escalation_contacts:
team_lead: "Lead Engineer"
manager: "Engineering Manager"
director: "Director of Engineering"
On-Call Responsibilities¶
- Monitor alert channels continuously
- Acknowledge alerts within SLA timeframes
- Investigate and resolve incidents
- Escalate when necessary
- Update incident status and communications
- Document resolution steps
On-Call Tools and Access¶
- VPN access for remote troubleshooting
- Administrative credentials for all systems
- Mobile devices with all notification apps
- Escalation contact information
- Runbook and documentation access
Alert Fatigue Prevention¶
Alert Tuning Strategies¶
Threshold Optimization¶
def optimize_alert_thresholds():
"""
Analyze historical data to optimize alert thresholds
"""
# Analyze false positive rates
false_positive_rate = calculate_false_positives()
# Adjust thresholds based on historical patterns
if false_positive_rate > 0.3: # 30% false positive rate
increase_thresholds()
# Implement dynamic thresholds based on time patterns
apply_time_based_thresholds()
Alert Correlation¶
- Group related alerts to reduce noise
- Suppress downstream alerts when root cause is identified
- Implement alert dependencies and relationships
Intelligent Alerting¶
intelligent_alerting:
machine_learning:
- "Anomaly detection for baseline deviations"
- "Pattern recognition for recurring issues"
- "Predictive alerting for capacity planning"
context_awareness:
- "Maintenance window suppression"
- "Business hours vs after-hours severity"
- "Seasonal pattern recognition"
Alert Quality Metrics¶
- Mean Time to Acknowledge (MTTA): Target < 5 minutes for critical
- Mean Time to Resolve (MTTR): Track and improve resolution times
- False Positive Rate: Target < 20% across all alerts
- Alert Volume: Monitor trends and optimize thresholds
Integration with External Systems¶
PagerDuty Integration¶
pagerduty_config:
service_key: "your-service-key"
routing_key: "your-routing-key"
severity_mapping:
critical: "P1"
high: "P2"
medium: "P3"
low: "P4"
escalation_policies:
- "Primary On-Call Policy"
- "Backup Escalation Policy"
- "Executive Escalation Policy"
ServiceNow Integration¶
servicenow_config:
instance_url: "https://company.service-now.com"
username: "azure_integration"
table: "incident"
field_mapping:
alert_severity: "priority"
alert_description: "short_description"
alert_details: "description"
assigned_to: "assigned_to"
Slack Integration (External Partners)¶
slack_config:
webhook_url: "https://hooks.slack.com/services/..."
channels:
critical: "#critical-alerts"
general: "#monitoring"
message_format:
include_runbook: true
include_dashboard_links: true
enable_thread_updates: true
Alerting Best Practices¶
Alert Design Principles¶
- Actionable: Every alert should require or suggest a specific action
- Contextual: Include relevant context and troubleshooting information
- Timely: Alert timing should match business impact urgency
- Relevant: Alerts should be meaningful to the receiving audience
- Escalating: Clear escalation path for unacknowledged alerts
Alert Message Templates¶
Critical Alert Template¶
🚨 CRITICAL ALERT 🚨
Service: {service_name}
Issue: {alert_description}
Impact: {business_impact}
Started: {start_time}
Runbook: {runbook_link}
Dashboard: {dashboard_link}
Incident ID: {incident_id}
High Priority Alert Template¶
⚠️ HIGH PRIORITY ALERT
Service: {service_name}
Issue: {alert_description}
Threshold: {threshold_details}
Current Value: {current_value}
Duration: {alert_duration}
Runbook: {runbook_link}
Runbook Integration¶
- Link to specific troubleshooting procedures
- Include common resolution steps
- Provide escalation contact information
- Reference related documentation
Regular Alert Review Process¶
alert_review_process:
frequency: "monthly"
participants:
- "DevOps Team"
- "Development Team"
- "Product Team"
review_items:
- "Alert volume trends"
- "False positive analysis"
- "Response time metrics"
- "Threshold optimization opportunities"
- "New alerting requirements"
Documentation and Training¶
- Alert handling procedures
- Escalation contact information
- System access requirements
- Troubleshooting guides
- Regular training sessions for on-call staff
Document Version: 1.0
Last Updated: January 2026
Next Review: April 2026