Скачать или смотреть 14.PART-2: AIOS Block Scaling & Load Testing: Strategies, Policies, and Metrics with Smaller Model

In this comprehensive deep-dive, we explore the inner workings of block scaling by simulating user behavior and load patterns across different times of the day.

🔹 In Part 1, we analyzed a mid-sized model.
🔹 In this video (Part 2), we shift focus to a smaller model — Qwen3 1.7B, allowing us to increase request rates and observe how higher hit rates lead to platform-level stress and failure scenarios.

Gain insights into how scaling policies react under intense load, and learn how to optimize your system for real-world conditions.

The tutorial covers the core concepts of Block Code along with the scaling policies that govern system behavior under varying loads. You’ll also learn how to simulate user traffic, implement detailed logging, and visualize performance metrics using custom scripts for user data and Prometheus dashboards for block-level insights.

What You'll Learn:
✅ Resource Allocation Policy
✅ Load Balancer Policy
✅ Auto-scaling Policy
✅ Health Check Policy
✅ Load Testing Strategy
✅ Response Time and Block metrics
✅ Crowd Simulation.

Resources:
Code & Notebooks: https://github.com/opencyber-space/CosmosA...
AIOS Documentation: https://github.com/OpenCyberspace/OpenOS.A...
AIGr.id Platform: https://www.aigr.id/