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Signed-off-by: Harkrishn Patro <[email protected]>
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content/blog/2025-10-20-1-billion-rps/index.md

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## Closing thoughts
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With all these improvements made in Valkey, a cluster can now scale to 1 billion RPS using 2,000 nodes which is quite a remarkable feat. However, there is plenty of room to improve further. The steady state CPU utilization overhead from the cluster bus message transfer/processing can be reduced further by incorporating the [SWIM protocol](https://en.wikipedia.org/wiki/SWIM_Protocol) or move it off the main thread into an independent separate thread. The failover logic can be made smarter as well by incorporating the AZ placement of nodes. We would also like to introduce more observability metrics/logs into the system for better manageability. All of these are being linked under the [Support Large Cluster](https://github.com/valkey-io/valkey/issues/2281) issue. Feel free to check it out and add in your suggestions.
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With all these improvements made in Valkey, a cluster can now scale to 1 billion RPS using 2,000 nodes which is quite a remarkable feat. However, there is plenty of room to improve further. The steady state CPU utilization overhead from the cluster bus message transfer/processing can be reduced further by incorporating the [SWIM protocol](https://en.wikipedia.org/wiki/SWIM_Protocol) or move the cluster bus messsage processing off the main thread into an independent separate thread. The failover logic can be made smarter as well by incorporating the AZ placement of nodes. We would also like to introduce more observability metrics/logs into the system for better manageability. All of these are being linked under the [Support Large Cluster](https://github.com/valkey-io/valkey/issues/2281) issue. Feel free to check it out and add in your suggestions.

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