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lneiman

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Client-side GPU load balancing with Redis and Lua

galileo.ai
54 points·by lneiman·7 माह पहले·11 comments

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lneiman
·5 माह पहले·discuss
What exactly is this?
lneiman
·7 माह पहले·discuss
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!