Topstep migrated roughly 53 million keys from a self-managed Redis OSS 7.4 instance to a fully managed, Multi-AZ Amazon ElastiCache for Valkey 7.2.6 cluster. The old setup ran on a single EC2 R5.4xlarge node with no replica, and nightly batch jobs spiked read P90 latency to approximately 250 ms. The team used RedisShake in PSYNC mode for a blue/green cutover, since their post-fork Redis 7.4 source fell outside the managed migration tool's supported range. A single Route 53 DNS change completed the cutover in seconds. Afterward, read P99 latency was about 1.25 ms and write P99 roughly 0.5 ms, with automatic Multi-AZ failover and 1 to 2 engineer-days per month freed from patching and backups.
Source: https://aws.amazon.com/blogs/database/topsteps-migration-journey-self-managed-redis-oss-to-amazon-elasticache-for-valkey. 8 Sync News only summarizes and links out; content copyright belongs to the authors and original sources.
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