Portfolio Dashboard & Monitoring System
1. EventBridge
EventBridge serves as the central event bus and routing mechanism for the entire portfolio monitoring system:
Event ingestion: Collects events from multiple sources across the investment platform
Event routing: Directs events to appropriate downstream services based on pattern matching
Event normalization: Standardizes event formats for consistent processing
Event filtering: Applies rules to determine which events require action
Technical Implementation:
Event Sources:
Custom events from trade execution systems
Portfolio valuation change notifications
Market condition alerts from the MCP component
Blockchain transaction confirmation events
System health and operational events
Event Rules:
Pattern-based rules for specific event routing
Content-based filtering for targeted processing
Rate limiting rules to prevent downstream flooding
Archiving rules for compliance and auditing
Integration Points:
Direct API integration with AWS services
SDK-based integration for custom applications
Partner event sources for third-party data
Cross-account event sharing for enterprise deployments
2. CloudWatch + SNS
The monitoring and notification pipeline that processes events for alerting and metrics collection:
Metrics collection: Captures quantitative data about portfolio performance
Log aggregation: Centralizes logs for troubleshooting and audit
Alarm processing: Evaluates conditions for notification triggers
Notification dispatch: Delivers alerts through multiple channels
Technical Implementation:
CloudWatch Configuration:
Custom metrics for portfolio performance (e.g., P&L, volatility, Sharpe ratio)
Metric dimensions for portfolio segmentation (by strategy, asset class, etc.)
Log groups organized by component with retention policies
Composite alarms for complex condition monitoring
Anomaly detection for unusual portfolio behavior
SNS Integration:
Topic structure organized by notification severity and category
Subscription endpoints including email, SMS, and mobile push
Message formatting templates for different notification types
Delivery status tracking and retry mechanisms
Cross-region topic replication for redundancy
Operational Features:
Throttling controls to prevent notification storms
Aggregation policies for related alerts
Escalation paths for critical notifications
Scheduled digest options for non-critical alerts
3. Amazon QuickSight
The business intelligence and dashboard platform that provides visual analytics for portfolio data:
Data visualization: Renders portfolio metrics in intuitive dashboards
Interactive analysis: Enables users to explore portfolio data dynamically
Report generation: Creates scheduled and on-demand portfolio reports
Data integration: Connects to various portfolio data sources
Technical Implementation:
Data Sources:
Direct connections to Amazon RDS/Aurora for portfolio databases
S3 data lake integration for historical performance data
Athena queries for ad-hoc analysis against data lake
Direct API queries for real-time portfolio valuations
SPICE in-memory data store for accelerated analytics
Dashboard Components:
Portfolio summary tiles with key performance indicators
Time-series charts for historical performance tracking
Asset allocation visualizations (pie charts, treemaps)
Risk exposure heat maps and scenario analysis visualizations
Transaction history tables with filtering and sorting
Custom calculated fields for derived metrics
Access Control:
Row-level security for portfolio data segregation
User/group-based permissions for dashboard access
Embedded analytics for integration with custom portals
Single sign-on integration with enterprise identity providers
Data Flow
Investment activities and system events generate messages that flow into EventBridge
EventBridge routes relevant events to both CloudWatch and directly to QuickSight data pipelines
CloudWatch processes events for metrics and triggers alarms based on configured thresholds
CloudWatch alarms trigger SNS notifications to stakeholders through appropriate channels
Amazon QuickSight ingests data from multiple sources including EventBridge and CloudWatch
QuickSight renders real-time and historical portfolio data in interactive dashboards
Deployment Architecture
Multi-Region Considerations:
Primary region hosts active dashboards and monitoring
Secondary region provides failover capability
Cross-region event replication ensures data consistency
Resource Organization:
CloudFormation templates for infrastructure as code
Parameter Store for environment-specific configurations
Tagging strategy for resource categorization and cost allocation
CI/CD pipeline for dashboard deployment and updates
Performance Optimization
Dashboard Performance:
SPICE pre-aggregation for common query patterns
Caching strategies for frequently accessed visualizations
Incremental refresh for large datasets
Query optimization for direct SQL sources
Event Processing:
Event batching for high-volume metrics
Sampling techniques for ultra-high frequency data
Aggregation at source when appropriate
Time-based partitioning for historical data
Security Implementation
Data Protection:
Encryption at rest for all data stores
TLS encryption for data in transit
Field-level encryption for sensitive portfolio data
VPC endpoint services for private network access
Access Controls:
IAM policies with least privilege principles
Multi-factor authentication for dashboard access
Session management with automatic timeouts
API request throttling and quotas
Compliance Features
Audit Capabilities:
Comprehensive event logging for all dashboard interactions
User activity tracking for compliance reporting
Export capabilities for regulatory submissions
Immutable event archives for historical record-keeping
Data Governance:
Data classification framework for portfolio information
Retention policies aligned with regulatory requirements
Automated PII detection and handling
Approval workflows for dashboard publishing
User Experience Enhancements
Personalization:
User-specific dashboard views based on role
Customizable alert preferences
Saved and shared analysis states
Mobile-responsive design for on-the-go monitoring
Accessibility:
WCAG compliance for dashboard components
Screen reader compatibility
Keyboard navigation support
Color schemes designed for color vision deficiencies
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