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Real-Time Analytics with Synapse

PRJ-AZURE-DATA-072

Unified analytics platform with real-time capabilities

~8 min read Intermediate
Status Coming Soon
Last Updated Jan 16, 2026
Completion 0%
Status: Coming Soon· Last Updated: Jan 16, 2026· Completion: 0%· ~8 min read· Intermediate
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Implementation Guide

Comprehensive step-by-step deployment guide

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Estimated Monthly Cost

~$42/mo on minimal config
Synapse $18Data Factory $10Storage $8Monitor $6
Business ContextApplications requiring low-latency data access across geographically dispersed u…

The Problem

  • Applications requiring low-latency data access across geographically dispersed users.
  • Maintaining data consistency and availability in a distributed environment without complex custom solutions.
  • Scaling NoSQL databases globally to handle high throughput and diverse data models.

The Solution

  • Implementation of Azure Cosmos DB with its global distribution capabilities to replicate data across multiple Azure regions.
  • Leveraging Azure Cosmos DB Change Feed to enable real-time data processing and integration with other services.
  • Utilizing Azure Functions for serverless event-driven processing of data changes and business logic execution.

Business Value

  • Achieves a 99.999% availability SLA for mission-critical applications, minimizing downtime.
  • Reduces global data access latency by up to 10x for users worldwide, enhancing user experience.
  • Decreases operational overhead for database management by 30% through Cosmos DB's fully managed service.
  • Enables rapid development of new features by providing a flexible NoSQL data model and global scalability.

Risk Mitigation

  • Addresses data loss and corruption risks through automatic, transparent multi-region replication and failover.
  • Mitigates performance bottlenecks for geographically distributed users by serving data from the closest region.
  • Reduces vendor lock-in risk by supporting multiple APIs (e.g., SQL, MongoDB, Cassandra).
GRC MappingISO 27001:2013 (A.12.1.1 - Operating procedures and responsibilities)…

Compliance Frameworks

  • ISO 27001:2013 (A.12.1.1 - Operating procedures and responsibilities)
  • GDPR (Article 32 - Security of processing)
  • NIST SP 800-53 Rev. 5 (SC-7 - Boundary Protection)

Security Controls Implemented

  • Data encryption at rest and in transit using Azure Cosmos DB's built-in capabilities.
  • Role-Based Access Control (RBAC) for Azure Cosmos DB to manage data access permissions.
  • Network isolation for Cosmos DB endpoints using Azure Private Link.
  • Automated backups and point-in-time restore for data recovery in Azure Cosmos DB.
  • Monitoring and alerting for unusual access patterns and performance anomalies via Azure Monitor.

Audit Evidence

  • Azure Activity Logs for Cosmos DB configuration changes and access attempts.
  • Azure Policy compliance reports for data residency and security configurations.
  • Azure Security Center recommendations and compliance scores for Cosmos DB.
  • Network security group flow logs demonstrating network isolation.

Regulatory Alignment

  • GDPR (Article 5 - Principles relating to processing of personal data)
  • CCPA (Section 1798.100 - Consumer's right to know)
  • HIPAA (45 CFR Part 164, Subpart C - Security Standards)

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Architecture Diagram

PRJ-AZURE-DATA-072 Architecture

Technology Stack

Synapse Analytics
Event Hubs
Power BI
Real-Time

Complete Documentation

Prerequisites

Contributor or Owner role
Azure CLI 2.x configured
Terraform >= 1.5 (optional)
Active Azure subscription
Service Principal with RBAC
1

Clone & Authenticate

Clone the repository and authenticate with Azure CLI using your service principal or interactive login.

az login && az account set --subscription
2

Review RBAC Assignments

Review the required role assignments and ensure your identity has the correct permissions in the target resource group.

az role assignment list --assignee
3

Initialize Infrastructure

Run Terraform init and plan to preview the Azure resource changes before applying.

terraform init && terraform plan -out=tfplan
4

Deploy Resources

Apply the Terraform plan to provision all Azure resources in your target subscription.

terraform apply tfplan
5

Verify & Monitor

Verify the deployment in the Azure Portal and check Azure Monitor for any alerts or issues.

az monitor activity-log list --resource-group

Deployment Guide

Step-by-step instructions to deploy this project

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Architecture Diagram

Visual representation of the system architecture

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Source Code

Complete source code and configuration files

View on GitHub

Video Tutorial

Watch the complete walkthrough video

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