Scale-Up vs. Scale-Out in AI Infrastructure: Key Differences and Real-World Examples
Scaling Challenges in the AI EraArtificial intelligence has entered an era defined by ever-growing model sizes and data volumes. Large language models, computer vision networks, and generative AI workloads demand computing power at a scale that traditional systems were never designed to handle. This explosion in dem...