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lneiman

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Client-side GPU load balancing with Redis and Lua

galileo.ai
54 ポイント·投稿者 lneiman·7 か月前·11 コメント

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lneiman
·5 か月前·議論
What exactly is this?
lneiman
·7 か月前·議論
Author here. We were hitting tail latency and low GPU utilization issues serving SLMs via Triton.

I built a scrappy client-side router using Redis and Lua to track real-time GPU load. It boosted utilization by ~40% and improved latencies.

Happy to hear feedback on the implementation or thoughts on better ways to do this!