Pharmaceutical Data Lake Optimization with HA-DR and Load Balancing

Pharmaceutical Data Lake Optimization with HA-DR and Load Balancing

Client-Centric Overview

A multinational pharmaceutical company, operating across research, manufacturing, and clinical domains, faced increasing pressure to manage and access vast volumes of data securely and efficiently. Their existing infrastructure was not equipped to handle the scale, speed, and reliability required for modern pharmaceutical operations.

They turned to Simple Logic to architect a solution that would ensure high availabilitydisaster resilience, and optimized data lake access—all while maintaining compliance with stringent industry regulations.


Challenges Faced by the Client
  • Data Lake Performance Bottlenecks

The client’s data lake housed terabytes of structured and unstructured data, including clinical trial results, genomic data, and manufacturing logs. Accessing this data was slow and inconsistent, especially during peak usage.

  • Downtime and Risk Exposure

Without a robust HA-DR strategy, the client was vulnerable to system outages, which could disrupt research timelines, regulatory reporting, and supply chain operations.

  • Scalability and Compliance

The infrastructure lacked elasticity to scale with growing data demands and needed to meet compliance standards like HIPAAGxP, and 21 CFR Part 11.


Objectives
  • Implement SQL Server High Availability to eliminate downtime.
  • Design a Cloud-Based Disaster Recovery strategy using Oracle Cloud for Pharma.
  • Optimize Pharmaceutical Data Lake Access for performance and reliability.
  • Deploy Load Balancing in Healthcare IT to ensure consistent access across departments.

Pharma Data Lake Optimization with HA-DR & Load


Solution Delivered by Simple Logic for Pharmaceutical Data Lake Optimization with HA-DR and Load Balancing

Simple Logic crafted a tailored solution combining cloud-native technologies and enterprise-grade architecture:

  • HA-DR Solutions for Pharma: SQL Server clusters with automated failover and geo-redundant backups.
  • Oracle Cloud Integration: Scalable cloud infrastructure for disaster recovery and data replication.
  • Load Balancing Framework: Intelligent traffic distribution across nodes to reduce latency.
  • Data Lake Optimization: Streamlined access paths and enhanced query performance.
Results & Impact
MetricBeforeAfter
System Uptime96.5%99.99%
Data Access Speed~12 seconds< 6 seconds
Disaster Recovery Time> 2 hours< 15 minutes
Compliance ReadinessPartialFull GxP, HIPAA, 21 CFR Part 11
ScalabilityLimitedElastic & Cloud-Native

Results Achieved
  • 99.99% Uptime: Ensured uninterrupted access to data and applications.
  • 50% Faster Data Retrieval: Accelerated analytics and decision-making.
  • Robust Disaster Recovery: Reduced RTO and RPO significantly.
  • Scalable Infrastructure: Future-proofed for expanding data and user base.

Client Impact

The pharmaceutical company now benefits from:

  • Faster research and development cycles
  • Improved collaboration across global teams
  • Enhanced compliance and data security
  • A resilient and scalable IT backbone
📩 Let’s Talk

If your pharmaceutical organization is facing performance or reliability challenges, Simple Logic can help.
👉 Contact Us for a free consultation and see how we can transform your data infrastructure.