#autoscaling Tech News.
1 story in the last 7 days
The latest autoscaling news, distilled by AI into sharp ~100-word summaries. ByteBrief tracks autoscaling across dozens of tech sources and brings you only what matters, updated hourly. Tap any story for the full brief, or open the original source.
AIHacker Noonabout 6 hours ago
Scaling AI Inference on Kubernetes: The Case for Token-Based AutoscalingA team found that standard Kubernetes autoscaling fails for LLM inference because it treats all requests as equal. A 200-token summary and an 8,000-token document analysis have a 40x difference in GPU cost. The team built a custom autoscaler that scales based on token volume rather than request count.
Summaries by ByteBrief