Zero-Downtime Graviton Migration Cuts Database Costs By 15.9% For A Streaming Platform

A leading streaming platform migrated its Amazon RDS databases from Intel-based to AWS Graviton instances, cutting database spend by 15.9% and improving query performance, with zero downtime during migration.

About the customer

A global streaming platform for premium video-on-demand (VOD) services, with partnerships across major international studios and over 100 million app downloads.
Industry:
Media & Entertainment

Highlights

Cost Optimization 15.9% reduction in Amazon RDS spend

Improved Efficiency 14% improvement in query execution time & overall DB responsiveness

Performance Improvement ~20% improvement, with lower CPU utilization

Challenge

Optimizing Amazon RDS workloads to support cost-efficient scaling

The customer’s Amazon RDS environment was running on older-generation instance types, with database instances supporting transactional processing, analytics queries and time-sensitive data updates. While there were no immediate service issues, internal monitoring and AWS Trusted Advisor insights flagged a suboptimal performance-to-cost ratio on these instances.

To align infrastructure costs with continued growth, the team needed a strategic upgrade path, one that would not disrupt live services or require application refactoring.

Solution

Migration of Amazon RDS to AWS Graviton-based instances

Cloud Kinetics was engaged to migrate the customer’s Amazon RDS workloads (MySQL), including transactional processing, analytics queries and time-sensitive data updates from Intel-based to AWS Graviton-powered instances (db.m7g).

  • A dedicated team of AWS-certified engineers, including Database and Infra Architects, Migration Specialists and Performance Engineers, ran a joint discovery and testing phase with the customer’s internal engineering team.
  • Native AWS services used included Amazon RDS, Amazon EC2, Amazon CloudWatch, AWS Trusted Advisor and AWS Cost Explorer.
  • A Blue-Green deployment approach ensured zero downtime, with migration validated across staging and production within the customer’s sprint cycle.

Cloud Kinetics delivered more than a database migration by helping the customer unlock better price-performance from AWS and laying the groundwork for broader infrastructure optimization across the cloud estate.

Success Metrics

Zero downtime migration, seamlessly delivered within a sprint cycle Results at a glance

15.9%

reduction in overall Amazon RDS spend

14%

improvement in query execution time & overall DB responsiveness

~20%

performance improvement, with lower CPU utilization on new Graviton instances

The migration was completed within a week, dovetailing with the customer’s Agile sprint cycle, with zero downtime and no application refactoring required. Availability SLAs were maintained throughout, and the customer has since seen improved scaling performance under load without increasing instance size.

Following this migration, the customer has expressed interest in expanding Graviton usage to AWS EC2 workloads, with Cloud Kinetics supporting a broader compute optimization strategy going forward.

Tags: Amazon CloudWatch Amazon EC2 Amazon RDS Amazon Web Services (AWS) AWS Graviton Cloud Migration Communications & Media Entertainment & Media Graviton Migration