Posts by Jorge Parada
Scale LLM Inference with Multi-Node Infrastructure
- 30 May 2025
Horizontal scaling of compute resources has become a critical aspect of modern computing due to the ever-increasing growth in data and computational demands. Unlike vertical scaling, which focuses on enhancing an individual system’s resources, horizontal scaling enables the expansion of a system’s capabilities by adding more instances or nodes working in parallel. In this way, it ensures high availability and low latency of the service, making it essential to handle diverse workloads and ensure optimal user experience.