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Cloud Monitoring & Data Warehouse — case study
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Cloud & Data · Cloud provider

Cloud Monitoring & Data Warehouse

>99% data accuracy
Cloud provider Cloud & Data Power BIMS SQLPostgreSQLSSISC#
>99%
Data accuracy
1,100+
VMs monitored
1,000+
Backups/day
Challenge

Bulutistan, one of Turkey's leading cloud providers, operated over 1,100 virtual machines with more than 1,000 daily backup operations — but without centralized visibility. Monitoring data w across multiple tools, invoicing relied on manual spreadsheets, and capacity bottlenecks were only detected when customers were already affected. Existing reporting could keep pace with neither growth nor SLA requirements.

Approach

We designed and built a data-warehouse platform that centrally consolidates all monitoring and operational data. ETL pipelines based on SSIS and C# extract, transform, and load data from heterogeneous sources into a unified schema on MS SQL and PostgreSQL. Power BI dashboards deliver real-time transparency on capacity, performance, and billing.

Delivered

Central data warehouse with a unified schema across MS SQL and PostgreSQL. Automated ETL pipelines with SSIS and C# for continuous data integration. Power BI dashboards for real-time monitoring of capacity, performance, and SLA compliance. Automated invoicing that fully replaces manual spreadsheet processes. Alerting on capacity bottlenecks and SLA violations.

Outcome

Over 99% data accuracy in invoicing — billing errors are nearly eliminated. Automated invoicing replaces error-prone manual processes. Capacity bottlenecks are detected proactively before customers are affected. Significantly improved business monitoring across the entire cloud environment.

Solution Modules

The key building blocks of this solution at a glance.

01

Data Warehouse

Central, dimensionally modeled DWH across MS SQL and PostgreSQL with a unified schema for all operational data.

02

ETL Pipelines

SSIS- and C#-based pipelines for continuous extraction, transformation, and loading from heterogeneous monitoring sources.

03

Real-Time Dashboards

Power BI reports for capacity utilization, backup status, performance metrics, and SLA tracking.

04

Automated Invoicing

Rule-based billing directly from DWH data — no manual intermediate steps.

Key Highlights
  • Central data warehouse across MS SQL and PostgreSQL
  • Automated ETL pipelines with SSIS and C#
  • Power BI dashboards for real-time capacity and billing overview
  • Automated invoicing replaces manual processes
  • Proactive alerting on SLA violations
Delivered by our nearshore delivery partner
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