Reduce bandwidth costs with dm-cache: fast local SSD caching for network storage
8 months ago
- #Performance Optimization
- #Caching
- #AWS
- AWS bandwidth costs were reduced by 95% using dm-cache for local SSD caching.
- Ceph-based storage in multiple AWS availability zones led to high inter-AZ traffic costs.
- Local SSDs were repurposed as read caches for network-based Ceph storage.
- Implemented dm-cache with LVM partitioning, read-only caching, and container integration.
- Dm-cache leverages temporal locality to cache frequently accessed data locally.
- Write-through mode was chosen to ensure data integrity for e-commerce applications.
- Cache sizing, write policy, and performance monitoring were key implementation considerations.
- Results included 95% reduction in read traffic, 30x IOPS improvement, and 50% latency reduction.
- Small 512MB caches proved highly effective for containerized applications.