Skip to content

Graviton Optimization for Managed Services

AWS Graviton processors are designed to deliver high performance and cost efficiency for a variety of workloads. By using Graviton-based instances for managed services such as OpenSearch, ElastiCache, and RDS, you can optimize both cost and performance, especially for compute-intensive applications.

Benefits of Graviton-Based Instances

  1. Cost Savings: Graviton instances provide better price-to-performance compared to traditional x86-based instances. This translates into lower operational costs, making Graviton a compelling choice for managed services.

  2. Improved Performance: Graviton processors are optimized for key AWS services and can deliver up to a 40% performance improvement for many workloads. This is particularly beneficial for services like OpenSearch (for search and analytics), ElastiCache (for caching), and RDS (for database management).

  3. Enhanced Sustainability: Graviton processors are energy efficient, using less power per workload. Moving to Graviton can contribute to your sustainability goals by reducing your carbon footprint.

Service-Specific Optimization

OpenSearch Service

  • Use Case: Graviton instances in OpenSearch can improve indexing and query performance for log analytics, full-text search, and other search-based applications.
  • Recommendation: Test Graviton instances with your OpenSearch workloads, especially if you're handling large datasets or complex queries. AWS offers Graviton options in various OpenSearch instance families, providing flexibility for different workload needs.

ElastiCache

  • Use Case: ElastiCache for Redis and Memcached on Graviton instances delivers lower latency and better throughput for caching layers, accelerating application performance.
  • Recommendation: For workloads requiring high read and write throughput, such as gaming leaderboards, session stores, or real-time analytics, Graviton-powered ElastiCache instances can provide both performance and cost benefits.

RDS

  • Use Case: Managed relational databases on Graviton-based RDS instances, such as MySQL, PostgreSQL, and MariaDB, benefit from improved query performance and reduced costs.
  • Recommendation: Transitioning to Graviton instances is particularly beneficial for compute-intensive RDS workloads, including data processing and reporting. AWS offers easy instance migration options, simplifying the transition to Graviton without major reconfiguration.

Implementation Strategy

  1. Testing and Validation: Before migrating, conduct performance benchmarking on Graviton instances for each service. Evaluate metrics such as CPU utilization, response time, and cost savings.
  2. Gradual Migration: Migrate workloads in phases to minimize risk and observe performance differences.
  3. Monitoring and Optimization: Use AWS CloudWatch to monitor Graviton-based instances and adjust configurations as necessary for optimal performance.

By leveraging Graviton instances for OpenSearch, ElastiCache, and RDS, you can achieve greater performance at a lower cost, helping to enhance the efficiency and scalability of your AWS-managed services.