Data & Integration

Real-Time Data Synchronization

Enable real-time data synchronization between multiple systems to maintain data consistency. Implement using webhooks, message queues, or Change Data Capture to ensure both systems stay in sync with conflict resolution strategies.

Complexity: Complex 13-21 effort units 3-5 weeks
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Project Milestone & Feature Breakdown

3
Project Milestones
7
Features
21
Total Effort Units
1

Sync Architecture Design

Design synchronization strategy and conflict resolution

5 pts 1 week 2 Features

Synchronization Strategy

3 pts Complex

Choose between CDC, webhooks, or polling approach

Conflict Resolution

2 pts Medium

Define rules for handling conflicting updates

Deliverables
  • Sync architecture document
  • Conflict resolution strategy
  • Data flow diagrams
2

Change Data Capture Setup

Implement CDC for real-time change tracking

8 pts 1-2 weeks 2 Features

CDC Configuration

5 pts Complex

Set up Debezium or AWS DMS for change tracking

Change Event Streaming

3 pts Medium

Stream changes to Kafka or message queue

Deliverables
  • CDC configuration
  • Change event stream
  • Event schema
3

Sync Processing & Application

Process changes and apply to target systems

8 pts 1-2 weeks 3 Features

Event Processing

3 pts Medium

Consume and process change events

Data Application

3 pts Medium

Apply changes to target system with error handling

Consistency Validation

2 pts Simple

Periodic validation of data consistency

Deliverables
  • Event consumers
  • Sync logic
  • Validation scripts

Technical Stack

Debezium Apache Kafka RabbitMQ AWS DMS PostgreSQL Redis Node.js

Key Considerations

Handling network failures and retry logic

Conflict resolution for concurrent updates

Data consistency validation

Performance impact of real-time sync

Monitoring sync lag and failures

Success Criteria

Changes propagate in under 5 seconds

No data loss during sync process

Conflicts resolved according to business rules

System handles network failures gracefully

Sync lag monitored and alerted

Related Use Cases

View All Use Cases
Complex

ETL Pipeline Development

21-34 effort units 5-8 weeks
Medium

Webhook Infrastructure

8-13 effort units 2-3 weeks
Complex

Database Modernization & Migration

21-34 effort units 5-8 weeks

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