The 'redis hotkey problem' error occurs when Redis is overloaded with too many keys or hotkeys. Hotkeys are frequently accessed keys that can cause a Redis server to experience excessive load, leading to performance degradation or even system failure. This issue typically arises due to poor Redis database design or unexpected traffic surges.
To resolve the 'redis hotkey problem,' several solutions are available, depending on the root cause of the issue. One possible solution is to distribute hotkeys across multiple Redis instances by adopting a sharding strategy. Sharding divides the data into smaller, more manageable pieces and stores them in different Redis instances, reducing the load on any single Redis instance and improving overall system scalability.
Another option is to optimize the Redis database design by reducing the number of keys and minimizing each key's size. You can also use Redis' built-in eviction policies to remove older or less frequently accessed data from memory. Additionally, increasing available memory or upgrading hardware can alleviate the issue by providing more resources for Redis to handle the load. Finally, regularly monitoring the Redis server's performance and identifying the source of hotkeys can help prevent this issue from recurring.
Dragonfly is fully compatible with the Redis ecosystem and requires no code changes to implement.