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Sentinel.Events - Multi-Tenant IoT Alert Processing System

.NET 9.0 EF Core 9.0 SQL Server MQTT

A production-ready, enterprise-grade multi-tenant IoT alert processing system built with .NET 9.0, demonstrating clean architecture principles, real-time telemetry processing, and advanced data isolation patterns.


🎯 Project Overview

Sentinel.Events is a scalable IoT platform designed to handle real-time device telemetry ingestion, intelligent alert generation, and multi-tenant data isolation. The system processes MQTT messages from distributed IoT sensors, applies configurable alert rules, implements deduplication strategies, and provides a REST API for alert management.

Key Business Value:

  • Real-time Processing: Sub-second telemetry ingestion via MQTT with automatic device heartbeat tracking
  • Intelligent Alerting: Threshold-based alert generation with configurable severity levels and 5-minute deduplication windows
  • Enterprise Multi-Tenancy: Complete data isolation using global query filters and API key authentication
  • Operational Excellence: Background workers for health monitoring, automatic reconnection, and graceful degradation

πŸ—οΈ Architecture

Clean Architecture Pattern

The solution follows Clean Architecture (Uncle Bob) principles with clear separation of concerns:

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚                    Sentinel.Api (Presentation)              β”‚
β”‚  Controllers, Middleware, Configuration, Entry Point        β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                     β”‚
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚              Sentinel.Application (Use Cases)               β”‚
β”‚  Services, DTOs, Interfaces, Business Logic                 β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                     β”‚
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚               Sentinel.Domain (Core)                        β”‚
β”‚  Entities, Enums, Value Objects, Domain Logic               β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                     β–²
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚         Sentinel.Infrastructure (External Concerns)         β”‚
β”‚  EF Core, Repositories, Background Workers, MQTT Client     β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

Key Architectural Decisions:

  1. Dependency Inversion: Core domain has zero external dependencies; infrastructure depends on domain abstractions
  2. Repository Pattern: Abstracted data access with Unit of Work for transaction management
  3. CQRS-lite: Separate read/write concerns in alert service layer
  4. Background Services: Decoupled telemetry processing using IHostedService

πŸ”‘ Core Features

1. Multi-Tenant Architecture

Implementation Strategy: Database-per-Schema with Row-Level Security

  • Tenant Context Injection: Custom middleware extracts API keys and sets tenant context per request
  • Global Query Filters: EF Core automatically filters all queries by TenantId
  • Data Isolation: 100% guaranteed through database-level constraints and query filters
// Automatic tenant filtering on every query
modelBuilder.Entity<Device>().HasQueryFilter(d => d.TenantId == _tenantContext.TenantId);

Security Measures:

  • API key authentication via X-API-Key header
  • Tenant validation on every request
  • Foreign key constraints prevent cross-tenant data access
  • No shared entities between tenants

2. Real-Time MQTT Telemetry Processing

Architecture: Event-Driven Background Worker

  • MQTTnet 4.3.7: Production-grade MQTT client with auto-reconnect
  • Topic Pattern: sentinel/{tenantId}/device/{deviceId}/telemetry
  • Message Format: JSON with type, data dictionary, and timestamp
  • QoS Level 1: At-least-once delivery guarantee

Processing Pipeline:

MQTT Message β†’ Parse Topic β†’ Validate Tenant β†’ Find Device β†’
Store Telemetry β†’ Update Heartbeat β†’ Check Alert Rules β†’
Apply Deduplication β†’ Generate Alert β†’ Persist Changes

Fault Tolerance:

  • Automatic reconnection with exponential backoff
  • Graceful degradation to simulation mode on broker failure
  • Per-message error handling prevents batch failures
  • Device heartbeat tracking with configurable offline thresholds

3. Intelligent Alert System

Features:

  • Threshold-Based Rules: Temperature >80Β°F (High), >90Β°F (Critical)
  • Smart Deduplication: 5-minute sliding window prevents alert spam
  • Alert Acknowledgment: Acknowledged alerts filtered from active list, retained for audit
  • Severity Levels: Low (1) β†’ Medium (2) β†’ High (3) β†’ Critical (4)
  • Alert Types: DeviceOffline, TemperatureThreshold, SecurityBreach, FireAlarm

Deduplication Strategy:

// Prevents duplicate alerts within 5-minute window
var hasDuplicate = await _unitOfWork.Alerts.HasRecentDuplicateAsync(
    deviceId, alertType, windowMinutes: 5);

4. Device Management

Capabilities:

  • Self-Service Provisioning: REST API endpoint for device registration
  • Status Tracking: Active, Inactive, Maintenance states
  • Heartbeat Monitoring: Automatic health checks every 30 seconds
  • Metadata Storage: Flexible JSON metadata for device-specific configuration

πŸ› οΈ Technology Stack

Backend

  • .NET 9.0: Latest LTS with native AOT readiness
  • ASP.NET Core 9.0: Minimal APIs with OpenAPI/Swagger
  • Entity Framework Core 9.0: Code-first with migrations
  • SQL Server 2019+: Production database with full-text search

Messaging & Real-Time

  • MQTTnet 4.3.7: MQTT v5.0 protocol support
  • HiveMQ Cloud: Public broker for development/demo

Patterns & Practices

  • Repository Pattern: Data access abstraction
  • Unit of Work: Transaction management
  • Dependency Injection: Constructor injection throughout
  • Background Services: IHostedService for workers
  • Global Query Filters: Automatic tenant scoping

πŸ“Š Database Schema

Entity Relationship Diagram

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”         β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”         β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚   Tenants    │────┬───▢│   Devices    │────┬───▢│    Alerts    β”‚
β”‚              β”‚    β”‚    β”‚              β”‚    β”‚    β”‚              β”‚
β”‚ Id (PK)      β”‚    β”‚    β”‚ Id (PK)      β”‚    β”‚    β”‚ Id (PK)      β”‚
β”‚ Name         β”‚    β”‚    β”‚ TenantId (FK)β”‚    β”‚    β”‚ TenantId (FK)β”‚
β”‚ ApiKey       β”‚    β”‚    β”‚ DeviceId     β”‚    β”‚    β”‚ DeviceId (FK)β”‚
β”‚ IsActive     β”‚    β”‚    β”‚ Name         β”‚    β”‚    β”‚ Type         β”‚
β”‚              β”‚    β”‚    β”‚ Status       β”‚    β”‚    β”‚ Severity     β”‚
β”‚              β”‚    β”‚    β”‚ LastSeenAt   β”‚    β”‚    β”‚ Message      β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β”‚    β”‚ Metadata     β”‚    β”‚    β”‚ IsAcknowledgedβ”‚
                    β”‚    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β”‚    β”‚ AcknowledgedAtβ”‚
                    β”‚                        β”‚    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                    β”‚    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”‚
                    └───▢│  Telemetry   β”‚β—€β”€β”€β”€β”˜
                         β”‚   Events     β”‚
                         β”‚              β”‚
                         β”‚ Id (PK)      β”‚
                         β”‚ TenantId (FK)β”‚
                         β”‚ DeviceId (FK)β”‚
                         β”‚ EventType    β”‚
                         β”‚ Payload      β”‚
                         β”‚ ReceivedAt   β”‚
                         β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

Key Schema Decisions

  1. Composite Indexes: (TenantId, DeviceId), (TenantId, CreatedAt DESC) for query optimization
  2. Soft Deletes: Audit trail preserved via IsAcknowledged flags
  3. JSON Columns: Flexible metadata storage without schema changes
  4. Temporal Tables: (Future) Audit history for compliance

πŸš€ Getting Started

Prerequisites

  • .NET 9.0 SDK
  • SQL Server 2019+ (LocalDB for development)
  • Visual Studio 2022 / VS Code / Rider
  • Python 3.12+ (for demo scripts)

Installation

  1. Clone the repository

    git clone https://github.com/yourusername/Sentinel.Events.git
    cd Sentinel.Events
  2. Configure database connection

    # Update appsettings.json with your SQL Server connection string
    "ConnectionStrings": {
      "DefaultConnection": "Server=(localdb)\\mssqllocaldb;Database=SentinelEvents;Trusted_Connection=true"
    }
  3. Apply migrations

    cd Sentinel.Infrastructure
    dotnet ef database update --startup-project ../Sentinel.Api
  4. Run the application

    cd ../Sentinel.Api
    dotnet run
  5. Access Swagger UI

    https://localhost:5262/swagger
    

Database Seeding

The application automatically seeds a test tenant and 4 devices on first run:

  • Tenant: Test Organization (API Key: test-api-key-12345)
  • Devices:
    • sensor-001: Temperature Sensor - Building A
    • sensor-002: Temperature Sensor - Building B
    • sensor-003: Fire Detector - Data Center
    • sensor-004: Motion Detector - Main Entrance

πŸ“‘ API Documentation

Authentication

All endpoints require the X-API-Key header:

X-API-Key: test-api-key-12345

Endpoints

Device Management

Provision Device

POST /api/devices/provision
Content-Type: application/json
X-API-Key: test-api-key-12345

{
  "deviceId": "sensor-005",
  "name": "Temperature Sensor - Building C",
  "metadata": "{\"location\":\"Building C\",\"floor\":3}"
}

Alert Management

Get Recent Alerts (unacknowledged only)

GET /api/alerts?count=50
X-API-Key: test-api-key-12345

Get Alerts by Severity

GET /api/alerts/severity/3
X-API-Key: test-api-key-12345

Acknowledge Alert

POST /api/alerts/{alertId}/acknowledge
X-API-Key: test-api-key-12345

Create Manual Alert

POST /api/alerts
Content-Type: application/json
X-API-Key: test-api-key-12345

{
  "deviceId": "7d6e0b4a-3261-4d83-a439-e681f56317f0",
  "type": 1,
  "severity": 3,
  "message": "Critical temperature alert",
  "isPublic": true
}

πŸ§ͺ Testing & Demo

Automated Multi-Device Demo

Run a 1-minute automated demo showing all 4 devices sending telemetry with real-time alert generation and acknowledgment:

# Install Python dependencies
pip install paho-mqtt requests

# Run multi-device demo
python automated_demo_multi.py

Demo Flow:

  1. Connects to MQTT broker (broker.hivemq.com)
  2. Sends telemetry from all 4 devices every 5 seconds
  3. Checks for alerts via API
  4. Acknowledges alerts on even iterations
  5. Shows alerts disappearing from active list

Manual MQTT Testing

Using MQTT Explorer:

  1. Connect to broker.hivemq.com:1883
  2. Subscribe to sentinel/+/device/+/telemetry
  3. Publish to sentinel/{tenantId}/device/{deviceId}/telemetry:
{
  "type": "temperature",
  "data": {
    "temperature": 95.5,
    "humidity": 45.2,
    "pressure": 1013.25,
    "battery": 95.8
  },
  "timestamp": "2026-02-11T04:00:00Z"
}

Using Python:

python mqtt_test.py

Automated Testing

MQTT Explorer / Database

MQTT Explorer Demo GIF

Database Demo GIF

API Testing

Use the included Sentinel.Api.http file with VS Code REST Client or Postman.


πŸ›οΈ Design Patterns & Principles

SOLID Principles Applied

  1. Single Responsibility: Each class has one reason to change

    • AlertService: Alert business logic only
    • MqttTelemetryWorker: MQTT message processing only
    • DeviceHealthMonitorWorker: Health checks only
  2. Open/Closed: Extension through interfaces, closed for modification

    • IAlertRepository: New alert storage implementations without changing consumers
    • ITenantContext: Pluggable tenant resolution strategies
  3. Liskov Substitution: Interfaces are substitutable

    • All repository implementations honor IRepository<T> contracts
    • Background workers implement IHostedService consistently
  4. Interface Segregation: Small, focused interfaces

    • IAlertService: Only alert-related methods
    • IDeviceRepository: Only device-related methods
    • No "god interfaces"
  5. Dependency Inversion: Depend on abstractions

    • Services depend on IUnitOfWork, not SentinelDbContext
    • Workers depend on IServiceScopeFactory for scoped services

Additional Patterns

  • Repository Pattern: Data access abstraction
  • Unit of Work: Transaction boundary management
  • Factory Pattern: MQTT client creation
  • Strategy Pattern: Alert rule evaluation (extensible)
  • Template Method: Background service lifecycle

πŸ”’ Security Considerations

Implemented Security Measures

  1. API Key Authentication: Custom middleware validates API keys per request
  2. Tenant Isolation: Global query filters prevent cross-tenant data access
  3. Input Validation: DTOs with data annotations
  4. SQL Injection Prevention: Parameterized queries via EF Core
  5. HTTPS Enforcement: Production-ready with certificate validation

Future Enhancements

  • JWT Bearer tokens for user authentication
  • Role-based access control (RBAC)
  • Rate limiting per tenant
  • Audit logging for compliance
  • Encryption at rest for sensitive metadata
  • API key rotation mechanism

πŸ“ˆ Performance & Scalability

Current Performance Characteristics

  • Telemetry Throughput: ~1000 messages/second per worker instance
  • Alert Query Response: <50ms for recent alerts (indexed)
  • Database Connection Pooling: Default pool size 100
  • Background Worker Interval: 30 seconds (health monitor)

Scaling Strategy

Horizontal Scaling:

  • Deploy multiple API instances behind load balancer
  • Use Redis for distributed caching (tenant lookups)
  • Azure Service Bus for reliable MQTT message queuing

Database Optimization:

  • Partition TelemetryEvents by month (6-month retention)
  • Archive acknowledged alerts to cold storage
  • Read replicas for reporting queries
  • Consider Cosmos DB for telemetry time-series data

MQTT Scaling:

  • Dedicated MQTT cluster (Mosquitto/HiveMQ)
  • Multiple worker instances with topic distribution
  • Message batching for high-volume scenarios

πŸ›£οΈ Roadmap

Phase 1: Foundation (Completed βœ…)

  • Clean architecture setup
  • Multi-tenant data model
  • Device provisioning API
  • Alert management API
  • MQTT telemetry ingestion
  • Background health monitoring
  • Alert deduplication

Phase 2: Enhancement (In Progress)

  • Advanced alert rules engine (complex conditions)
  • Notification system (email, SMS, webhooks)
  • Real-time dashboard (SignalR)
  • Tenant admin portal
  • API rate limiting

Phase 3: Enterprise Features

  • Time-series analytics (Azure Data Explorer)
  • Machine learning anomaly detection
  • Multi-region deployment
  • Disaster recovery (geo-replication)
  • Advanced RBAC with permissions

🧰 Development

Project Structure

Sentinel.Events/
β”œβ”€β”€ Sentinel.Api/                 # Presentation layer
β”‚   β”œβ”€β”€ Controllers/              # REST API endpoints
β”‚   β”œβ”€β”€ Middleware/               # Custom middleware (tenant context)
β”‚   β”œβ”€β”€ Extensions/               # Service registration
β”‚   └── Program.cs                # Application entry point
β”‚
β”œβ”€β”€ Sentinel.Application/         # Business logic layer
β”‚   β”œβ”€β”€ Services/                 # Application services
β”‚   β”œβ”€β”€ DTOs/                     # Data transfer objects
β”‚   └── Interfaces/               # Service contracts
β”‚
β”œβ”€β”€ Sentinel.Domain/              # Core domain layer
β”‚   β”œβ”€β”€ Entities/                 # Domain entities
β”‚   β”œβ”€β”€ Enums/                    # Domain enumerations
β”‚   └── Common/                   # Base entity classes
β”‚
β”œβ”€β”€ Sentinel.Infrastructure/      # Infrastructure layer
β”‚   β”œβ”€β”€ Data/                     # EF Core DbContext
β”‚   β”œβ”€β”€ Repositories/             # Data access implementations
β”‚   β”œβ”€β”€ BackgroundWorkers/        # Hosted services
β”‚   β”œβ”€β”€ Configuration/            # Settings classes
β”‚   └── Migrations/               # EF Core migrations
β”‚
└── Tests/                        # Test projects (future)
    β”œβ”€β”€ Unit/
    β”œβ”€β”€ Integration/
    └── E2E/

Coding Standards

  • Naming: PascalCase for public members, camelCase for private
  • Async/Await: All I/O operations are async
  • Null Safety: Nullable reference types enabled
  • Code Analysis: Treat warnings as errors in Release builds
  • Documentation: XML comments on public APIs

Database Migrations

# Create new migration
dotnet ef migrations add MigrationName --project Sentinel.Infrastructure --startup-project Sentinel.Api

# Update database
dotnet ef database update --project Sentinel.Infrastructure --startup-project Sentinel.Api

# Rollback migration
dotnet ef database update PreviousMigrationName --project Sentinel.Infrastructure --startup-project Sentinel.Api

πŸ‘€ Author

Braden Townsell


πŸ“š Additional Resources


Built with ❀️ using .NET 9.0 and Clean Architecture

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A .NET 9-based event processing system demonstrating real-time IoT telemetry ingestion, multi-tenant alert orchestration, and community safety features.

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