https://sudonull.com/h-264-vs-h-265-in-ip-cameras-load-on-server-and-archive
We analyze why identical codecs in cameras produce different bitrates and load on VMS. Technical factors, encoder settings, and testing methodology.
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https://sudonull.com/quantization-gemma-4-31b-under-57gb-kaggle
Learn how to load 62GB Gemma 4 31B model on Kaggle with 57GB limit: NF4, bitsandbytes and memory hacks. Get 18GB artifact for local inference. Instructions for developers.
https://sudonull.com/how-does-netflix-stream-video-at-massive-scale-architecture-explained
Discover how does Netflix stream video at massive scale using Open Connect CDN, Adaptive Bitrate Streaming, and Chaos Engineering. Learn the tech behind seamless global streaming.
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Google Gemini Ultra 2.0: record performance and price
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How Kubernetes Manages Container Scaling and Load Balancing
Learn how does kubernetes manage container scaling and load balancing with HPA, cluster autoscaler, and service mesh. Master production-grade autoscaling and traffic distribution.
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How to Use Terraform with AWS: Complete Guide
Learn how to use Terraform with AWS step by step. Master provider setup, state management, security, and production-grade deployments. Start building today.