▸ Tag · #gpu
Posts tagged #gpu.
2 posts with this tag.
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ArchitectureScaling on demand: smart auto-scaling for modern AI apps
CPU autoscaling is a lie for GPU workloads. Why queue depth, KV-cache pressure, and TTFT beat CPU as scaling triggers — KEDA-driven patterns, ARIMA forecasting, and composite metrics that scale your AI SaaS before users hit the spinner.
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ArchitectureGPU-aware load balancing: managing AI compute like a pro
Round-robin is a relic when LLM requests span 50 tokens to 50,000. Prefill vs decode disaggregation, KV-cache-aware routing, prefix matching, and the four metrics that matter — how to route AI traffic so your P99 stops bleeding.
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