The AI infrastructure market is under real pressure. GPU shortages started the squeeze. Then memory, NVMe drives, and advanced packaging followed. Now hard drives are also feeling the strain as…
AI teams often focus on GPUs first. However, storage now shapes AI performance, cost, and user experience. SNIA, the Storage Networking Industry Association, helps vendors and customers address that challenge…
AI inference has a memory problem, and the pressure keeps growing. As agentic AI workloads use longer context windows, GPUs spend more time repeating work instead of generating tokens. At…
The AI infrastructure market has used the same answer for years. When performance falls short, buy more hardware. That answer no longer works. Supply chain pressure, rising GPU demand, and…
You can't buy your way out of an AI infrastructure problem anymore. Supply chain constraints, GPU shortages, and skyrocketing costs have made hardware procurement a dead end for most organizations…