Dedicated servers for AI workloads: performance, control, and scalability
Why AI workloads demand specialized server infrastructure Artificial intelligence workloads place unique and sustained pressure on server infrastructure. Unlike traditional web or database hosting, AI models require intensive parallel processing, high memory bandwidth, and predictable performance under constant load. Training and inference tasks generate massive volumes of data movement between CPUs, GPUs, memory, and storage….