Achieve over 500 million requests per second per cluster with Amazon ElastiCache for Redis 7.1
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Simplify caching with on-demand performance and cost optimization
By: Amazon Web Services
Type: Blog
Amazon ElastiCache Serverless offers a cost-optimized caching solution for applications with fluctuating workloads. This blog post explores the pricing model and cost estimation for ElastiCache Serverless, which charges based on data storage and requests.
Key points include:
• Pricing: GB-hours for storage and ElastiCache Processing Units (ECPUs) for requests
• Estimating costs using CloudWatch metrics and Redis commands
• Cost comparisons between ElastiCache Serverless and self-designed clusters
Examples show ElastiCache Serverless as cost-effective for unpredictable traffic, while self-designed clusters suit steady workloads.
Read the post for insights into optimizing caching costs.
These are also closely related to: "Achieve over 500 million requests per second per cluster with Amazon ElastiCache for Redis 7.1"
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Optimize real-time ML inferencing with online feature stores
By: Amazon Web Services
Type: Blog
Machine learning's integration into business operations necessitates ultra-low latency feature stores for real-time decisions. This white paper examines how AWS customers use Amazon ElastiCache for Redis to create online feature stores for critical ML applications needing microsecond performance.
Key benefits include:
- Sub-millisecond latency for real-time inferencing
- Fully managed service for simplified operations
- High availability across Zones
- Scalable architecture with up to 310 TiB of in-memory data
- Robust security and compliance
The paper offers a reference architecture and guide for building a credit scoring application using ElastiCache.
Read the paper to learn more.
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Boost database performance and reduce costs with caching
By: Amazon Web Services
Type: White Paper
This white paper explores how Amazon ElastiCache for Redis can optimize costs and boost performance for Amazon RDS for MySQL databases. Key benefits include:
• Cost savings of up to 55% compared to RDS read replicas
• Up to 80x faster read performance
• Handling hundreds of millions of operations per second with microsecond response times
• Scalability for growing workloadsThe paper outlines caching strategies like lazy loading and write-through caching, and provides examples of cost savings and performance improvements. It explains how ElastiCache complements databases by offloading read operations and reducing the need for read replicas.
Enhance performance while optimizing costs by reading this.
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Accelerating generative AI-driven transformation with databases
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