Autoscaling

Autoscaling AI Workloads: HPA and KEDA for ML Applications

Master autoscaling for AI/ML workloads on Kubernetes using HPA and KEDA. Complete guide with YAML configs, code examples, and production best...

Collabnix Team
Nov 10, 2025 5 min read

Kubernetes Autoscaling for LLM Inference: Complete Guide (2024)

Master Kubernetes autoscaling for LLM inference workloads. Learn HPA, KEDA, VPA configuration with practical examples for efficient GPU utilization.

Collabnix Team
Nov 4, 2025 5 min read

Mastering Kubernetes Scaling: From Manual Adjustments to Intelligent Automation in just 8 steps.

Scaling applications in Kubernetes is essential for maintaining optimal performance, ensuring high availability, and managing resource utilization effectively. Whether you’re handling...

Adesoji Alu
Oct 16, 2024 7 min read

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